A Short Guide to Getting Started with Natural Language Processing
This guide is intended for anyone who has a text problem they want solved
I’m nearing the end of my MSc and need comprehensive writing support for my thesis on UAV path-planning and detection, with a clear emphasis on simulation and testing. All core research is underway—I have preliminary literature, raw simulation data, and several MATLAB/Simulink models ready—but the manuscript itself still has to be shaped into a cohesive, publication-grade document. You’ll take the material I supply, expand the literature review, articulate the simulation methodology, present and interpret results, and weave everything into a logically flowing 20–25 k word thesis that meets my university’s formatting rules. Experience with UAV simulation environments such as ROS, Gazebo, PX4 SITL, or MATLAB, and a solid grasp of path-finding algor...
...Notes Support history Phase 5 – Business Integrations Integrate with: Gmail Google Calendar Google Contacts Google Drive PHP CRM PHP Invoicing Software Website forms REST APIs Phase 6 – AI Technical Support Create an AI agent capable of understanding: Windows macOS Linux Microsoft 365 Exchange Networking VPN Firewalls Servers Backups Cybersecurity Phase 7 – AI Sales Agent Features: Lead detection Lead scoring Opportunity tracking Follow-up reminders Quote generation Appointment scheduling Phase 8 – AI Marketing Agent Generate: Facebook posts Instagram posts LinkedIn posts X posts Google Business posts SEO blog articles Newsletters Flyers Marketing content Phase 9 – Dashboard Build a web dashboard displaying: AI agent status Email activity L...
I need help configuring a Hikrobot camera using python whenever it flags a vehicle incorrectly, drives an external alarm output. In practice that means: • Monitoring the confidence/result coming from the camera (SDK, ONVIF events or RTSP overlay—whatever is most reliable) and deciding when a detection should be considered “wrong”. • As soon as a wrong detection is confirmed, toggling the camera’s I/O port (or a small companion relay module if the onboard I/O proves too limited) to fire the alarm signal. A concise set-up guide and any scripts, firmware tweaks or parameter files you create must be supplied so I can replicate the installation on additional units. Please include short test footage or logs proving that the alarm is triggered...
...working bypass (executable, patcher or Openkore fork) confirmed on at least one live Gepard 3.0 server. • Clear, step-by-step instructions so I can reproduce the result on other private servers. • A brief troubleshooting/maintenance guide in case Gepard updates its client module. Acceptance criteria 1. I can connect, move around and farm for 30 minutes or longer without disconnects or detection. 2. No manual packet editing each time I switch servers; configuration edits inside a .ini or similar are fine. 3. Delivery includes any source code or scripts you write so future tweaks are possible. If you have prior experience reverse-engineering Gepard, Harmony or other RO shields, please mention it when you respond....
...user-based login/permissions so only I can access. I need to log in, hit "Run Scan", and export to CSV myself without relying on 2: Scale LaterExpand to US, EU, and other countries with a simple config change. Code needs to be Guidance NeededRecommend best stack. Open to: Python + Streamlit/Django for dashboard, Perplexity API, Apify, Playwright, GPT-4/Claude API for signal detection. Must handle anti-scraping, deduplication, and rate :Fully working self-hosted app with user loginClean, commented code + setup documentation2x 1-hour handover calls to teach me how to run, edit filters, add countries, and manage email enrichment2 weeks bug support after deliveryBudget: Open to fixed price proposals. Please include start your proposal with "SCRAPEEMAIL"
...a resume is attached. If a resume exists: Download it. Rename it using the format: First Name Last Name Example: John Smith Step 3 Upload the renamed resume into the correct Dropbox folder. Step 4 Populate the appropriate Google Spreadsheet with all extracted information. The AI must support: Multiple Google Spreadsheets Multiple worksheet tabs Duplicate detection Updating existing records when appropriate Step 5 If no resume is attached The AI Agent must search for an existing resume in the following order: Dropbox The AI Agent will receive login credentials for all required systems. If a Resume Is Found The AI should: Retrieve the resume. Continue processing
... "roof aging", "curling shingles", "brittle shingles", "roof budget", "roof replacement cost" - General Volume: "recommend roofer", "local roofing", "need roof work", "roof inspection" 4. Anti-Blocking Configuration: Must include random sleep delays and stealth libraries (e.g., undetected-chromedriver or playwright-stealth) to mimic human browsing behavior and prevent local IP bans or bot-detection blocks. 5. De-duplication: The script must check existing rows in the output sheet and automatically filter out/skip duplicate posts from previous scans so I do not contact the same person twice. 6. Data Fields Needed: The script must extract the Date, the Link to the active post, the Name of t...
...project. The presentation is already completed. All content, structure, and messaging have already been finalized. I only need a highly creative designer to transform the presentation into something visually outstanding. -------------------------------------------------------- About the Project The presentation introduces a healthcare innovation called: Smart High-Risk Pregnancy Early Detection & Alert Platform The audience includes: • CEO • Executive Leadership • Ministry of Health • Health Holding Company • National Healthcare Transformation Leaders This is a strategic healthcare innovation proposal, not a standard corporate presentation. -------------------------------------------------------- What I Want I do NOT want a typical PowerP...
...limited to: Significant media and adverse news relating to the provided individual(s), company, or party name(s). Example of worthy: Positive business news, such as expansion, awards, partnerships, investments, contracts, or product launches. Relevant corporate updates, such as management changes, relocation, events, or public disclosures. Negative news, such as lawsuits, penalties, bankruptcy, fraud, complaints, violations, or disputes. Relevant news on shareholders, directors, executives, parent companies, subsidiaries, or related parties. PROJECT DURATION: 4–8 hours maximum REQUIRED SKILLSETS: Experience in internet research, especially using local official sources; Strong proficiency in both the local language and English. DELIVERY ELEMENTS: 1. Completed Con...
...getting smooth mobile controls right—virtual joysticks are our top priority—while the rest of the on-pitch systems run reliably behind the scenes. Scope of this milestone • Complete 11 v 11 match loop with kick-off to full-time whistle • Real-time ball physics tuned for mobile performance • Smart outfield AI plus dedicated goalkeeper logic • Passing, shooting, player switching and goal detection • Responsive virtual joystick controls (Android & iOS) • Dynamic third-person camera that adapts to play • In-match UI elements: timer, score, pause, etc. • Clean, modular C# codebase under Git—full source transferred to me Tech expectations Unity 6 proficiency is non-negotiable, and prior mobile football wo...
...inbound customer calls. * Train AI agents using previous customer call recordings, transcripts, SOPs, FAQs, and business documentation. * Design natural conversational flows that sound human and can handle interruptions. * Configure appointment booking workflows. * Integrate with Google Calendar, Microsoft Outlook, Calendly, and common home-service CRMs when required. * Configure emergency keyword detection and intelligent call routing. * Configure transfers and human escalation when the AI reaches its limits. * Optimize prompts and conversation flows based on call recordings. * Test and refine agents before deployment. * Troubleshoot production issues and improve call quality over time. ## Required Skills * Proven experience building AI voice agents for customer service or app...
...channels and performs real-time pulse detection and accurate time-of-arrival estimation. One ESP32 microcontroller serves as the central controller: it collects timestamp data from both STM32 units, runs the TDOA-based localization algorithm (including temperature compensation), and manages wireless communication (WiFi + LoRa). Environmental sensor (BME280) for temperature/humidity correction of the speed of sound. Battery-powered with a rechargeable Li-Po cell and power management. What needs to be done: Mechanical design (foldable diamond frame, enclosures, microphone mounts) Electronics design (schematics & PCB layout for satellite boards and the main board) Firmware for the STM32s (multi-channel I2S DMA, shock-wave detection, sub-samp...
I need a hate speech detection code implemented using BERT embeddings and Graph Attention Networks (GAT). The data source will be forum comments. The model must achieve high accuracy. Requirements: - Implement hate speech detection using GAT - Utilize BERT for word embeddings - Source data from forum comments - High accuracy in detection is essential Ideal Skills: - Experience with BERT and GAT - Strong background in NLP and machine learning - Proficient in handling and processing forum comment data - Ability to optimize models for high accuracy
I’m setting up a new manufacturing plant dedicated to producing V F D d...final deliverables must be provided in those native formats along with PDF issue sets. Deliverables (acceptance criteria) • Detailed floor plan with equipment positioning and clear aisle widths • Structural GA drawings: foundations, columns, roof framing, load schedules • Utilities schematics and routing plans sized for projected loads • 3D model (Revit) for coordination and clash detection • A single compiled bill of space and service requirements for contractor pricing If you’ve designed electronic-assembly or similar light-industrial plants before, that’s a big plus. Looking forward to seeing examples of past factory layouts you’ve done and a ...
...scalable way so more tracker models can be added later. Suggested technology stack can be React, Vue, Angular, Node.js, Django, Laravel, PostgreSQL/PostGIS, MongoDB, WebSocket, DigitalOcean, AWS, or similar. I am open to your recommended stack if it is reliable, secure, and maintainable. Preferred approach: Start with one demo vehicle first. Once live tracking, ignition status, door lock/unlock detection, daily reports, geofence alerts, and immobiliser command are tested successfully, we can roll out to the full fleet. Acceptance testing: Live tracking within around 10 seconds latency Correct reports for a 24-hour sample dataset Geofence alerts within around 30 seconds Successful immobiliser command on demo unit where supported Correct user permission control and audit logs ...
...at each visit. 2. Build a series of engaging online seminars or webinars that deliver clear, evidence-based health education. I’ll need slides, speaker notes and short companion handouts that parents can save or print. The tone should feel friendly and reassuring while still grounded in current clinical guidelines. Key points to keep in mind • Content must prioritise prevention: early detection, healthy habits, and actionable tips families can apply immediately. • Language should be simple enough for teens to grasp yet detailed enough for adults to trust. • Any data, recommendations or statistics must be properly referenced. • Materials have to be ready for delivery on common platforms such as Zoom, Google Meet or Microsoft Teams. Delive...
I need a legal expert to assist me in filing a lawsuit against a hospital and TN care for fraud. Requirements: - Expertise in fraud cases, particularly in the healthcare sector - Experience in filing lawsuits - Ability to review and organize documentation and records - Skills in coordinating and utilizing expert testimony Ideal Skills and Experience: - Background in healthcare law - Strong litigation experience - Excellent documentation and case preparation skills - Network of credible expert witnesses Your assistance will be pivotal in navigating this legal process and ensuring a solid case against the fraudulent parties involved.
I need a detailed assessment of quality control failure modes in various aspects of our pipeline construction project. The evaluation should rate risks on a scale of 1 to 10 across three risk parameters: Severity, Occurrence, and Detection. Key areas of concern include: - Welding defects - Improper pipeline alignment - Incorrect material usage - Material receiving, PMI, and traceability QC - Non-destructive testing (NDT) and examination integrity - Hydrostatic testing and final acceptance QC - Quality governance, documentation, and NCR management - Civil interface, bedding, and lowering-in QC Ideal skills and experience: - Background in pipeline construction and quality control - Strong understanding of risk assessment methodologies - Experience with NDT and hydrostatic testing - ...
...quizzes. Developers may choose the appropriate implementation (e.g. WebSockets, Server-Sent Events, or equivalent) provided the server remains the authoritative source for timing and scalability requirements are met. 5. Anti-cheat The system should combine server-side and client-side anti-cheat logic. Required: server timer lockout, no copy/paste/text selection where possible, tab-switch/focus detection, question randomization, and basic activity logging. It should be strong but should not make the user experience painful. I understand nothing is 100% unbeatable. 6. AI-copying prevention Preventing easy copying into AI tools is required, but not extreme proctoring. Use practical measures such as disabling selection/copy, randomized questions/options, time limits, activity...
I own a black-and-red Wii Mini and want it professionally upgraded. The job is to open the console, fit a discreet internal hard drive—something under 500 GB is plenty—and preload a complete Wii game library so every title launches directly from that drive. No SD card, no dangling USB, and no visible traces once the shell is closed; the modificati...console to you at my cost and pay return postage. In your bid, please outline: – Fixed price for the complete service. – Turnaround time once the Wii arrives. – Any warranty or after-service support you include if the drive or software ever freezes. Final acceptance: the unit must power on normally, enter the standard Wii menu, and load games from the internal drive without crashes or detection. Looki...
...specialist) to diagnose and fix the performance regression. Scope of Work • Profile the application to identify what's causing the slowdown (frontend rendering, change detection, bundle size, API latency, DB queries, etc.) • Review Angular 20 upgrade for breaking changes/misconfigurations (standalone components, zoneless change detection, signals migration, lazy loading, build config) • Provide a clear diagnosis report with root causes • Implement fixes and optimizations • Provide before/after performance benchmarks Requirements • Proven experience with Angular 17+ (ideally hands-on with Angular 20 signals/zoneless change detection) • Strong experience with ASP.NET, .Net Framework and Entity Framework Core performance tuning &...
...AWS Academy lab where you actually provision the components. • Incorporate essential services such as VPCs with public/private subnets, Application Load Balancer, Auto Scaling groups, RDS/Aurora in a private subnet, and AWS WAF/Shield for edge protection. • Highlight how each layer—network isolation, identity management (IAM roles/policies), logging (CloudTrail, VPC Flow Logs), and threat detection (GuardDuty)—comes together to protect the application. • Record the entire session (screen + audio) or supply a richly annotated PDF with console screenshots so I can replay or reuse the material in future classes. Deliverables 1. Architecture diagram (editable format). 2. Lab guide or video tutorial that recreates the environment in AWS Academy. ...
...Drop dropping pass-through signal — no stream available (A direct consequence of the LLM/TTS failing to generate an audio stream). - YOUR EXACT DELIVERABLES 1. Fix the Inbound Agent & Tune Latency: Debug the Azure API connections in livekit_agent.py. Ensure Azure STT, Azure OpenAI (gpt-4o-mini), and Azure TTS (en-IN-NeerjaNeural) stream perfectly together. Tune the Silero VAD (Voice Activity Detection) parameters to achieve our target < 700ms conversational latency. 2. Deploy & Test the Outbound Pipeline: Our outbound architecture is fully written but untested. You will need to verify the flow: Ensure the Async Pacer () successfully fires the CreateSIPParticipantRequest to LiveKit. Ensure the Outbound Worker () picks up the room, speaks first when the user
...- Notifications - Team Members - Analytics --- 4. Event Management Create Unlimited Events Fields: - Event Name - Event Date - Location - Cover Image - Description - QR Code - Privacy - Event Type - Expiry Date - Password Protection --- 5. Photo Upload - Drag & Drop - Folder Upload - Multiple Upload - Resume Upload - Original Quality - Auto Compression - Background Upload - Duplicate Detection - Watermark - Batch Upload --- 6. Video Upload - Large Videos - Background Upload - Preview Generation - Streaming - Download - Multiple Formats --- 7. AI Face Recognition One of the biggest features. Guests should: - Scan QR Code - Upload Selfie - AI detects their face - Show only matching photos - High Accuracy - Fast Search - Multiple Face Matching --- 8. QR Code Sy...
...particularly minority women who are disproportionately impacted by breast cancer disparities. The design should align with the LTSF brand identity and incorporate our established branding colors while creating a visually appealing design that participants will be proud to wear. Design Goals: Create a memorable and meaningful t-shirt graphic that represents: Breast health awareness and early detection. Sisterhood, support, and community connection. The strength, courage, and resilience of women. The importance of health advocacy within minority communities. Develop a design that feels empowering, positive, and inspirational rather than focused solely on illness. Ensure the design appeals to a diverse audience of women, families, survivors, supporters, and community partners. C...
...polished promotional videos that immediately capture attention and build brand awareness. The pieces should feel creative and artistic rather than corporate or minimalistic—I’m picturing bold motion graphics, dynamic pacing, and visually striking transitions that leave a memorable impression. To achieve this look, you should be comfortable blending AI-driven tools (for example, automated scene detection, AI upscaling, motion tracking, text-to-speech, or image generation) with traditional editing techniques inside Adobe Premiere Pro, After Effects, DaVinci Resolve, or your preferred NLE. Think of AI as the accelerator, not the entire engine: the final cut must still show a human editor’s eye for rhythm, storytelling, and colour. Typical deliverables will includ...
...devices (target size less than 25×25×10 mm) including: * nRF52832 (includes BLE) * SX1262 LoRaWAN EU868 transceiver * PCB antenna * CR2032 coin cell (not rechargable) * USB-C (programming + external GPS connection) * 9-axis IMU * Temperature sensor * Pressure sensor (if space permits) * Battery level monitoring * Embedded RFID/NFC tag (details later) * Waterproof panic push button (3-second press detection) * Epoxy enclosure with attachment hole to append to a ring (careful with the USB, the push button and battery closet) The tracker shall periodically transmit its ID and sensor data using LoRaWAN EU868. No GPS is integrated; an external USB-C GNSS module (also part of this project) provides precise positioning when required. ### 2. External USB-C GNSS Dongle D...
...of combat. The library, for example, is filled with bookshelves that block enemy vision and create different routes for sneaking around. I'm already planning ways to add more vertical gameplay so players can stay above enemies and use the environment to their advantage. On the development side, I recently found a scripter who's going to help build the core stealth systems, including enemy AI, detection, and takedown mechanics. The next thing I'm looking for is an animator who has experience with Blender and Roblox Studio. Since this game relies so much on movement, the animations need to feel smooth and responsive. Things like crouching, climbing, stealth movement, takedowns, enemy reactions, and parkour are all going to play a huge role in making the gameplay fee...
...a polished final cut with the help of AI video-editing tools. Smooth, unobtrusive transitions are a must; I want the story to feel fluid and uplifting rather than flashy. Your role is to bring the narrative to life by: • Importing and organising the source files in your preferred AI platform (Runway, Descript, Adobe Premiere’s Sensei features or a comparable tool). • Using the AI’s scene-detection, cut-suggestion and colour-matching capabilities to find the strongest moments and arrange them into a cohesive storyline. • Adding subtle motion graphics, lower-thirds and captions that never distract from the core message. • Balancing audio, selecting inspirational background music (royalty-free) and ensuring dialogue remains crystal clear. &...
...OpenAI Whisper, and streams back concise AI-generated answers using the OpenAI Chat API — all driven by the user's own API key. A working prototype exists; I need someone to harden it, add features, and package it into clean installers. What the app does - Captures system/loopback audio and microphone input in short windows. - Transcribes each window with OpenAI Whisper, with voice-activity detection to filter silence and reduce hallucinated text. - Sends the transcript (plus user-provided context) to the OpenAI Chat Completions API and streams the response into the UI. - Lets the user paste a screenshot and get an answer via the vision-capable models. - Includes an audio clean-up chain (high-pass/low-pass, compressor, noise gate) to improve transcription qualit...
...usual competition bundle—, , and —work out what has to be done, train an appropriate model and spit out two things only: and submission.csv. The agent must recognise and solve every common supervised or self-supervised setting we throw at it: classification, regression and anomaly detection on tabular, time-series and text data; computer-vision jobs such as image classification, object detection and sequence-to-sequence; plus the more modern territory of prompt engineering, RAG, fine-tuning and LLM evaluation. Evaluation is always a single scalar in the 0-to-1 range. Sometimes higher is better (so it should chase 1); sometimes lower is better (aim for 0). Your code needs to read the rule in , choose the right metric direction
...temporary powerup pickup, such as Rapid Fire for a few seconds. * Full Unreal Engine project files required upon completion. Ideal skills and experience: * Proficiency in Unreal Engine. * Experience with FPS mechanics. * Understanding of hit detection, scoring systems, and simple game physics. * Ability to create clean, readable prototype visuals. This is only a small gameplay prototype, not a full game. Placeholder/simple assets are acceptable. Focus should be on clean FPS feel, ball physics, hit detection, scoring, combo multiplier, miss detection, enemy-ball sabotage, one simple powerup, and readable UI. No multiplayer, menus, advanced art, matchmaking, extra maps, or extra weapons are required for this first version. Please deliver: * Full Unreal Engine pro...
...venues. Our goal is to develop visually attractive, fun, and reliable games that can be integrated with our own computer vision, AI, camera, and sensor technologies. Important note: We do not need the developer to create camera systems, motion detection, AI, or sensor hardware. These technologies will be developed and integrated by our own engineering team. The game software must be designed in a way that allows easy integration with external systems. Our external software will handle player tracking, ball tracking, scoring triggers, event detection, cameras, sensors, and AI logic. We are interested in developing games such as: * Projection-based wall games * Projection-based floor games * Ball throwing and target games * Whac-a-Mole style games * Reflex and reaction ...
...summarized, decision-ready report instead of raw case data The solution uses two AI touch-points in a scheduled workflow system—not a live chatbot. This ensures cost and complexity scale with how many containers actually go idle, not with overall email volume or container count. 2. Proposed Solution Overview The system will operate as a scheduled workflow with the following core components: 2.1 Detection Module Function: Automatically flag containers that remain idle or standby beyond an agreed threshold Data Source: Read from container management system (ClimaxSuite) Trigger: Scheduled checks (e.g., daily) against container status data Key Metrics: Time since last movement, current status (empty/idle), location, client assignment 2.2 AI Drafting Module Function: Ge...
...Select apps to restrict * Enable/disable app restrictions remotely Examples: * Games * Social media apps * Selected applications --- # Location Tracking Features: * Current device location * Last known location * Location history * Device online/offline status # SIM Tracking SIM card status SIM operator name Mobile network information SIM slot information (Single SIM / Dual SIM) SIM change detection Device network status --- # 2. Retailer Dashboard ## Purpose Each mobile retailer will have their own dashboard to manage customers, license keys, EMI accounts, and devices. Retailers must only access their own data. --- # Retailer Dashboard Features ## Dashboard Overview Display: * Total customers * Active EMI accounts * Pending payments * Locked devices * Active de...
My vehicle’s roof is giving me trouble and I want a professional who knows this area inside-out to diagnose the problem and carry out the right fix. At this stage I’m not certain whether the solution will be a straightforward repair, a partial component swap, or somethin...the problem and carry out the right fix. At this stage I’m not certain whether the solution will be a straightforward repair, a partial component swap, or something more involved; that’s why I need someone who can look, test, and advise before we proceed. If you have experience with sunroofs, convertible tops, or hardtops, please let me know—along with the relevant tools you normally use (leak-detection dye, diagnostic software, trim removal kits, etc.). I’m ready to book the j...
I need an end-to-end web application that pinpoints hardware faults in real time with the help of machine-learning. All of the information I currently possess is raw sensor and log data, so the first task will be to design a pipeline that cleans, labels, and stores that data in a form the model can learn from. Once the data layer is solid, the core requirement is a fault-detection model that can recognise patterns linked to hardware problems—temperature spikes, power irregularities, component degradation, and similar signatures. Accuracy, low latency, and clear interpretability matter more to me than cutting-edge algorithms for their own sake, so please choose whatever combination of Python, TensorFlow/PyTorch, or any proven libraries you prefer as long as it makes the resu...
...CRM/email. • Inquiry forms trigger an automatic confirmation email to the prospect and a notification to me. Back-office essentials Admins (my team) add, edit, or bulk-import listings via a secure dashboard. Data fields include photos, videos, amenities, floor-plans and geolocation coordinates that power the map view. I’d like routine tasks—image optimisation, meta-tag generation, duplicate detection—automated with the AI solutions you already rely on. Stack & integrations Feel free to propose the stack you’re most productive in—React, , Laravel, Django, or a no-code platform enhanced with custom code—so long as the final product is responsive, SEO-friendly, and easily portable to mainstream hosting. Leaflet, Mapbox or Google...
...summarized, decision-ready report instead of raw case data The solution uses two AI touch-points in a scheduled workflow system—not a live chatbot. This ensures cost and complexity scale with how many containers actually go idle, not with overall email volume or container count. 2. Proposed Solution Overview The system will operate as a scheduled workflow with the following core components: 2.1 Detection Module Function: Automatically flag containers that remain idle or standby beyond an agreed threshold Data Source: Read from container management system (ClimaxSuite) Trigger: Scheduled checks (e.g., daily) against container status data Key Metrics: Time since last movement, current status (empty/idle), location, client assignment 2.2 AI Drafting Module Function: Ge...
I need a concise yet well-sourced discussion thread on whether the government should be restricted from imposing criminal penalties on individuals who have not intentionally committed a generally known moral wrong in the context of fraud and anti-kickback laws. Your main post must clearly advance the position that the government should indeed be restricted. Please ground the argument in three pillars—protecting innocent individuals, maintaining moral integrity, and preventing misuse of power—and weave in doctrinal support drawn from textbook commentary, relevant federal statutes or published regulations, and at least one peer-reviewed article. A minimum of two distinct scholarly citations in proper Bluebook format are required in this initial 400-word post. After fini...
...research-driven PowerPoint (maximum ten slides) that traces the rise of FUBU’s CEO from his first entrepreneurial steps through to the brand’s mainstream success. The focus is firmly Business & Finance, yet the narrative should remain accessible to a general audience who will view it live over Google Meet. All content must be genuinely human-written; I will be checking both the text and visuals with AI-detection tools, so any generative output will be rejected. Please dig into reliable sources—annual reports, reputable interviews, and credible business journals—so the story is factual, properly attributed, and plagiarism-free. Deliverables: • A .pptx file containing no more than 10 visually clean slides, formatted for widescreen sharing. ...
Nationwide digital healthcare & pharmacy platform ( bilingual FR/EN). Features: multi-pharmacy aggregation, real-time search/inventory, online ordering, mobile payments (MTN MoMo, Orange Money etc.), prescription OCR, delivery tracking, AI assistance, telemedicine, analytics, fraud detection. Must be production-ready for national rollout with low-bandwidth, offline support, scalability, security & compliance. Core Architecture Frontend: Flutter (3 apps), (portals) Backend: NestJS microservices + Kong gateway + Keycloak auth ERP: ERPNext DB: PostgreSQL, Redis, OpenSearch, Qdrant, MinIO AI: LangChain + Ollama + Tesseract Streaming: Kafka Infra: Docker + Kubernetes, GitLab CI/CD, Prometheus/Grafana, Cloudflare Key Microservices: User, Pharmacy, Inventory, Search, Orde...
For this game, I want to create a stealth system that makes players feel like they are a skilled hunter i...stealth feel like a skill that players improve over time. Beginners may struggle with staying hidden, but as they learn enemy patterns and understand the environment, they will become much better. A successful stealth player should feel like they controlled the entire situation without enemies ever knowing what happened. Future updates will add more stealth features such as distractions, noise detection, enemy communication, advanced AI behaviors, more takedown animations, and larger maps designed around creative stealth strategies. The final goal is to create a Roblox stealth system that feels smooth, satisfying, and gives players the freedom to approach every situation thei...
...________________________________________ 12. Database Design NGO_Master • ngo_id • ngo_name • darpan_id • registration_number • registration_date • ngo_type • address • district • state • pincode • email • mobile • website • sectors • source_url • scraped_date ________________________________________ 13. Security Features • Session management • Activity logging • Input validation • Duplicate detection • Resume capability • Configurable request pacing ________________________________________ 14. Error Handling • Browser crash recovery • Timeout handling • Missing element handling • Network failure handling • Database rollb...
I already have a working Pine Script built around RSI divergence. All the core logic for swing detection and basic pin-bar recognition is in place; I only need a few concise upgrades. The task may require maximum 20-30 minutes. 1. Always-visible swing lengths • Display the total length of both the first swing and its retracement directly on the chart. • No visibility toggle is required—these numbers should stay on-screen at all times. 2. Trade-specific retracement filter • In the script’s Input section I need separate minimum and maximum retracement-ratio fields for each trade category (e.g., long vs short). • The ratio is defined as retracement / first swing, and trades should be validated only when the user-defined bounds are r...
...designs the system so that happens as rarely as possible. You will report directly to the founder and work alongside two engineers (frontend/backend generalists) whom you will technically lead on anything touching CV or LLM infrastructure. ### What you'll actually be doing in month one - Auditing and hardening the current floor-plan-to-geometry pipeline: room boundary extraction, wall/door/window detection, area computation from scanned and vector inputs. - Closing a live architectural vulnerability in Otto's consumer tier — full appraisal data is currently passed into LLM context with only prompt-level suppression; this needs to become an architectural (not prompt-level) guarantee before consumer launch. - Reviewing and rebuilding as needed the retrieval-and-na...
...simulation, so feel free to make full use of CoppeliaSim’s remote-API calls, Python, OpenCV (or a similar vision library), and any helper utilities you find convenient. The scene already contains the robot model, a camera and a simple gripper; your job is to wire up the control logic, colour classification and pick-and-place sequencing. Deliverables 1. Main .py file(s) with PID loop, colour detection routine and grasp / release commands 2. Any additional helper modules or configuration files required to run inside CoppeliaSim 3. Clear README or in-code comments showing where to adjust PID gains, camera parameters and RGB thresholds 4. A quick demonstration—screen recording or scene file—proving that the robot can: • Recognise each of the three...
I’m refining an AI module that powers a heads-up, visually oriented interface. The core engine is Natural Language Processing, yet right now its intent detection and response generation drift off-target too often. I need your help to push raw and benchmarked accuracy noticeably higher without sacrificing latency. You’ll dive into the existing Python codebase (TensorFlow and a light PyTorch utility are already in play), audit the current model pipeline, then propose and implement improvements—be that better tokenisation, a more suitable transformer architecture, advanced data augmentation, or smarter post-processing. The interface overlays results on a visual HUD, so clean, deterministic outputs matter; hallucinations or fluffed confidence scores show up instantly ...
...developer or team to develop a custom ANPR/ALPR engine for Qatar and GCC vehicle number plates. The engine must detect and recognize vehicle license plates from live CCTV/video streams and still images. It should support Qatar plates as the primary requirement, with future support for other GCC countries such as UAE, Saudi Arabia, Oman, Bahrain, and Kuwait. Required Scope: 1. License plate detection from images and video streams 2. OCR/recognition of Qatar number plates 3. Support for Arabic and English plate characters where applicable 4. Handling different plate types, colors, sizes, and formats 5. Vehicle image capture with plate crop 6. Confidence score for each recognition result 7. API output in JSON format 8. Ability to process RTSP camera streams 9. Basic dashboard or ...
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