Classification jobs

...payment placeholders. Acceptance: A test employee can complete the form, receive a unique ID and personalised chatbot link, and appear correctly in the registry. Citta admin receives notification. The landing/service structure includes pricing, policy, advance-payment and payment-readiness sections. Citta has admin access to all assets. Milestone 2: AI Companion, Gemini Integration, Risk Classification, Admin Alerts and Reporting Structure Deploy or update the Streamlit chatbot and connect it to Gemini API. The chatbot must read employee ID, sector and language from the URL. The chatbot must state that it is not therapy, diagnosis or an emergency service, and that employers will not receive individual employee responses. The chatbot should conduct structured wellbeing discov...

...at minimum: trending, mean-reverting, and choppy/low-signal. Open to methodology — options include (but aren't limited to) Hidden Markov Models, threshold/rule-based classifiers on trend-strength and autocorrelation metrics, or ML-based classifiers. The core deliverable is a dynamic weighting scheme: a mechanism that adjusts trend vs. mean-reversion sleeve weights based on the current regime classification, rather than static 50/50 (or fixed) weights. Must explicitly handle the sleeve-correlation problem: identify when trend and mean-reversion signals are likely to become highly correlated (typically strong trend regimes) and produce a de-weighting signal in advance or in real time. 3. Integration & Validation Backtest the combined system (existing sleeves + dy...

...Piers/StumpsSite Condition: Sloping block (refer to provided contour plan)2. Regulatory & Technical FrameworkThe final CAD drawings must strictly adhere to Australian building regulations. All dimensions, notation, and structural outlines must comply with:National Construction Code (NCC) / Building Code of Australia (BCA)AS 1684.2: Residential Timber-Framed Construction (Non-Cyclonic Areas)Wind Classification: Assumed N2Bushfire Attack Level: BAL-15 (Note: Subfloor framing compliance for BAL-15 is required where components are within 400mm of the ground line).Local Planning: Coffs Harbour City Council Development Control Plan (DCP) presentation standards.3. Input Materials Provided by ClientThe selected draftsman will be provided with high-resolution digital scans (PDF/JPEG) ...

...portal, industrial-metal registry, Digital Asset Passports, ERC-20 smart contracts, configurable tokenomics, institutional whitepaper, future Proof-of-Reserves and redemption modules, fully functional iOS and Android apps, testing, deployment, manuals, training and final handover. ReserveChain is in the Swiss pre-incorporation/prelaunch stage. Final company details, legal structure, token classification, token-holder rights, laboratory reports, ownership records, valuations, custody, insurance, reserve confirmations, offering terms and permitted jurisdictions will be supplied later by the owner and appointed advisers. The developer is not responsible for forming the Swiss company, giving legal opinions, valuing the metals, producing laboratory certificates or arranging custody/...

...Importer, Distributor, etc.) - Product Range - Website - Business Email - Contact Number - Contact Person (if publicly available) - Designation (if publicly available) - City - State - Factory/Office Address - LinkedIn Company Profile (if available) - Source of Information - Source Link Deliverables - Excel or Google Sheets format - Well-organized database - Industry-wise and category-wise classification - Duplicate-free records - Source references included wherever possible Preferred Skills - B2B Market Research - Business Research - Lead Research - Company Research - LinkedIn Research - Web Research - Excel / Google Sheets - Data Cleaning - CRM Data Preparation Important Notes - Use only publicly available and legally accessible business information. - Do not collect or p...

...approach you propose should directly address that imbalance. For feature engineering I want, at minimum, robust encoding of all categorical variables and consistent scaling or normalizing of the numeric fields before they enter the models. Feel free to add creative interactions if they genuinely improve recall without overfitting. Once the data pipeline is solid, train and compare several classification algorithms—Logistic Regression, Random Forest, XGBoost and, if you believe it will help, a simple neural network. Optimisation focuses on accuracy, precision, recall and ROC-AUC, but recall carries the highest weight because false negatives (missed defaulters) are the most expensive error for me. Deliverables: • Cleaned, feature-engineered dataset ready for inferen...

...nances?nodeId=ARTXVZOSU_CH15.04ZOSURE_SERIES_400FOSECOZODI_ART15.04.405ARST]() The Pennsylvania windows remain one of the primary unresolved design items. Contestants should determine how the applicable architectural standards affect: * Architectural-style classification * Window proportions and orientation * Window operation and configuration * Window grouping and story-to-story alignment * Grids, mullions, and divisions * Trim width and projection * Window recess depth * Head, jamb, and sill treatment * Relationship between windows and siding * Siding profiles and material transitions * Façade articulation * Entry and overhang design * Roof, parapet, and

...Responsibilities Financial Close Management: Own and execute monthly, quarterly, and annual financial close processes for multiple client engagements. Ensure all balance sheet accounts are fully reconciled, post required journal entries/accruals, and deliver audit-ready financials on schedule. General Ledger & Operations: Maintain the general ledger and chart of accounts layout. Ensure proper classification of all financial transactions, manage bank feeds and automated transaction rules, and maintain clean vendor/customer master records. Data Integrity & Reconciliations: Perform systematic and meticulous reconciliations across bank accounts, credit cards, and key balance sheet items. Investigate, resolve discrepancies, and validate beginning balances to catch errors be...

...detection     •    Human moderation tools     •    Content filtering (NSFW image detection)     •    Automatic fake ad detection(NOT NEEDED) 8. Moderation Tools Admin dashboard features: A. Admin Views     •    User management     •    Ad approvals     •    Suspicious activity alerts     •    IP logs     •    Photo EXIF checker B. Automated Moderation     •    NSFW detection   ...

I need a detailed thematic GIS map that visualises rainfall distribution across the whole of Sri Lanka. The final product should be publication-ready, accurate down to district level, and supplied in both layered (e.g. .MXD/.QGS) and export-friendly formats such...all underlying shapefiles and project files are included so I can update the data later. Because local context matters for this project, I will only award to a freelancer based in Sri Lanka. Deliverables • Fully styled rainfall-distribution map of Sri Lanka (layered project file + PDF/PNG) • Source data and shapefiles used • Simple legend and metadata note explaining data sources and classification choices I’ll review the map for clarity, accuracy, and neat cartographic layout before releasi...

Brief A: Construction Lead Intake, Scoring & Classification Engine Job title: Build a Construction Lead Intake & Scoring System (CSV → API) Project type: Backend + simple admin settings panel Timeline: 3–4 weeks Engagement: Fixed-price or hourly Overview We are a flooring company that receives regular CSV dumps of new construction proposals (building permits). We need a backend system that ingests these files, cleans the data, enriches it (geocoding, classification), calculates a 0–100 lead score, and exposes everything via a clean REST API. This will serve as the “brain” that feeds our mapping/routing tool (being built separately). Core features CSV intake & standardisation Accept CSV uploads (manual via web UI or wat...

...Puerto Rico, St. Lucia, Barbados, Turks and Caicos, Brazil, Argentina, Colombia. - 1,000 Africa: Egypt, Morocco, Tunisia, South Africa, Seychelles, Mauritius, Kenya, Tanzania (Zanzibar), Cape Verde, Senegal. DATA LAYOUT REQUIREMENT (Columns A to G):Every single row must contain all of the following elements: - Column A: Official Hotel Name - Column B: Continent / Country - Column C: Hotel Classification (e.g., 5-Star Luxury Casino Resort) - Column D: General Manager (Full Name + Active Business Email + Valid LinkedIn Profile URL) - Column E: Food & Beverage (F&B) Director / Entertainment Head (Full Name + Active Business Email + Valid LinkedIn Profile URL) - Column F: 2 Backup Generic Role Emails (such as generic hotel role-based backup email addresses) - Column ...

...Aircall * Another suitable platform The system should include: * Tracking phone numbers * Dynamic number insertion when appropriate * Call recording * Call-source attribution * Call tagging * Call routing * Agent schedules and availability * Missed-call handling * Call-duration tracking * Duplicate-call identification * Spam-call filtering * Geographic or schedule-based routing * Qualified-call classification * Reporting by campaign, source, keyword, and landing page Calls must be routed directly to the designated licensed insurance agents. ### 5. Analytics and Reporting The contractor will configure: * Google Analytics * Google Tag Manager * Google Ads conversion tracking * Call-platform reporting * A clear reporting dashboard The reporting system should show: * Advertis...

Swiggy Sales Data Analysis Analyzed a large Swiggy orders dataset (196K+ records) using SQL and Python. Performed data cleaning, handled missing values and outlie...KPIs, enabling stakeholders to monitor business performance effectively. Used Car Price Prediction Built a machine learning regression model in Python to predict used car prices based on vehicle features. Performed data preprocessing, feature engineering, model training, and evaluation using libraries such as Pandas, NumPy, and Scikit-learn. Airline Passenger Satisfaction Analysis Developed a classification model to predict passenger satisfaction using airline service data. Conducted data preprocessing, exploratory data analysis, feature selection, and model evaluation to identify the key factors influencing customer sat...

...is a well-structured, class-based system (~11,000 lines across ~57 modules/classes). We have the original design specification documents and full understanding of the business logic, so this is a well-scoped migration, not blind reverse-engineering. What you'll be doing: Review provided VBA source and design documentation (shared under NDA after hire) Rebuild the core logic in Python: data classification, sub-grouping resolution, and statement generation Integrate via xlwings so the existing Excel workbook remains the user interface Rebuild the current VBA UserForm (~2,700 lines) as either a native Excel form or a lightweight Python-driven UI — open to your recommendation on the best approach Work from provided test data and validate output matches the existing VBA sy...

...tools     •    Content filtering (NSFW image detection)     •    Automatic fake ad detection(NOT NEEDED) 8. Moderation Tools Admin dashboard features: A. Admin Views     •    User management     •    Ad approvals     •    Suspicious activity alerts     •    IP logs     •    Photo EXIF checker     •    Fraud risk level indicator B. Automated Moderation     •    NSFW detection   ...

I need a concise, data-driven market study built around the North American Industry Classification System. The focus is on locating, cleaning, and preparing publicly available datasets (e.g., U.S. Census, BLS, SBA) that match the target NAICS codes, then running the statistical analyses that turn those raw figures into clear-cut insights on market size, growth rates, and competitive concentration. You will source only public databases—no internal company records or paid panels—so solid familiarity with government portals and open-data APIs is essential. Once the data are collected, I expect you to handle the full cleaning workflow (deduping, missing-value handling, correct NAICS code alignment) before moving on to the analytical phase. Basic descriptive stats are fine...

Rating prompts and responses task.

Rating prompts and responses task.

Rating prompts and responses task.

Rating prompts and responses task.

...UTM attribution through the lead-capture process. Review campaigns, ad groups, keywords, match types, search terms, negatives, bidding, locations, networks, schedules and assets. Produce a written findings report and prioritised remediation plan before changing anything. Develop an Australian keyword plan using Google Keyword Planner data, including estimated volumes, CPC ranges and intent classification. Required experience • Proven Google Ads Search results in Australian commercial lending, mortgage broking, business finance, private credit or a closely comparable financial-services category • Strong understanding of commercial versus consumer borrowing intent • Experience controlling irrelevant and expensive finance-related search traffic • GA4, Google Ta...

...software architect or enterprise software development company to develop a scalable Enterprise Asset Governance Platform for government entities, utilities, infrastructure operators, and industrial organizations. The platform will initially be developed as a web-based enterprise application, with a roadmap for future mobile applications. Core Functional Requirements Asset registration and classification Asset lifecycle management RFID and barcode integration Role-Based Access Control (RBAC) Asset verification and inspection workflows Approval workflows Audit trail and activity logging Dashboards and reporting REST API integration Multi-language support (Arabic & English) Multi-organization support Cloud and On-Premise deployment Enterprise security and encryption Required Ex...

...to write production-ready machine-learning algorithms that slot straight into our existing codebase. The heavy lifting is pure code development—no data wrangling or system plumbing—so I expect clean, well-documented Python modules that import neatly and respect our current project structure. You’ll work against the latest commit in our private Git repo, build out the ML logic we’ve specced (classification and ranking models to start), and deliver passing unit tests so the CI pipeline stays green. Feel free to lean on scikit-learn, PyTorch, or TensorFlow if they keep things elegant and maintainable; the end goal is fast, accurate models that can be called from Dynamo’s core services with minimal overhead. Deliverables • Python source files im...

I need an experienced CA/tax professional to file my ITR-2 for FY 2025-26. I have salary income, Indian stocks, US stocks, mutual funds, and Silver ETF transactions. I need accurate classification of all capital gains, foreign asset reporting (if applicable), and a fully compliant return to minimize the risk of any future income tax notices. I will provide all reports (Form 16, AIS, Zerodha, Angel One, US stock reports, etc.).

i need a skilled product designer to turn it into a production-ready piece. The item is a physical product that, in my own classification, falls under the “Product Designer” category—so the brief is squarely about form, ergonomics, and manufacturability rather than software or circuitry. What I need from you is a full refinement pass: tightening tolerances, choosing final materials and finishes, and re-thinking assembly so the unit can move smoothly into tooling. Along the way I’d like photorealistic renderings I can show investors and early retail partners, as well as clear documentation that any factory can understand at first glance. Key deliverables: • Updated 3D CAD files (STEP / IGES and native format) • Dimensioned manufacturing drawings ...

I offer various options to help you organize and clean up your accounting records in QuickBooks. Here are the services I provide: - Review and Correction of Transactions: I examine existing transactions in QuickBooks Online and correct any errors or discrepancies in the accounts. - Bank Reconciliation: I ensure that bank transactions match the records in QuickBooks Online. - Classification of Expenses and Income: I correctly organize and classify transactions into the appropriate categories. - Duplicate Removal: I look for and eliminate duplicate transactions or unnecessary records that may inflate financial reports. - Inventory Regularization: If you manage inventory, I verify the accuracy of inventory records and adjust quantities as necessary. - Missing Data Update: I complete an...

...product managers, software engineers, and data engineers to deliver AI-powered products. * Deploy, monitor, and maintain ML/LLM workloads in production using modern MLOps practices. --- ## Required Qualifications ### Traditional Machine Learning & Data Science * 5+ years of experience building production ML systems. * Strong understanding of: * Supervised and unsupervised learning * Classification and regression * Clustering * Recommendation systems * Feature engineering * Model evaluation and validation * Time series forecasting (preferred) * Statistical analysis and experimentation * Experience with: * Python * Pandas * NumPy * Scikit-learn * XGBoost / LightGBM / CatBoost * Strong SQL skills and experience working with large datasets. ### Ge...

I have a sizeable market-research dataset and I need a full classification pipeline built around it. The job starts with exploring and cleaning the raw survey responses, moves through feature engineering, and finishes with a well-tuned model that can reliably assign each record to the correct category. I would like you to: • Perform exploratory analysis to spot anomalies and guide preprocessing. • Build several candidate classifiers (e.g., logistic regression, random forest, gradient boosting, or any modern alternative you find suitable), compare them with cross-validation, and select the best. • Document the whole process in a clear, reproducible Jupyter notebook (Python, pandas, scikit-learn, or comparable libraries). • Deliver the final trained model, ...

* 100 targeted medical topics * Search intent classification for each topic * 1 content template * SEO framework * 2 complete sample articles And that I will have the opportunity to review and approve the 100 topics before any article writing begins.

...agent that can look at the 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

...AA * WCAG 2.2 AA * Section 508 * EN 301 549 Preference will be given to candidates with experience producing VPAT 2.5+ compliant documentation and Accessibility Conformance Reports (ACRs). ## Expected Deliverables 1. Completed VPAT / Accessibility Conformance Report (latest template version) 2. Executive summary of findings 3. Detailed list of accessibility issues identified 4. Severity classification for each issue 5. Recommended remediation guidance for developers 6. Coverage matrix showing the pages, workflows, and components assessed 7. Final walkthrough session (or written handoff document) explaining findings and recommended next steps ## Proposal Requirements Please include: * Relevant accessibility certifications and experience * Previous VPAT / ACR experience * Exa...

...Data Abstraction Layer (DAL) in /lib/ so that our API routes continue to work with zero-to-minimal changes. Milestone 2: Secure Seller Registration Flow Refine and secure our existing multi-step registration wizard: * Step 1: Verify contact info using a real OTP service (e.g., Twilio, Msg91). * Step 2: Store verified location data (Districts, PIN codes, etc.). * Step 3: Handle business classification and capacity inputs. * Step 4: Securely collect bank credentials, UPI IDs, and implement validation for GST/PAN and Aadhaar card details. * Save & Resume: Build secure progress-saving so sellers can resume filling out the form using their generated Seller ID and OTP. Milestone 3: Security & Logging * Securely encrypt sensitive fields (bank details, Aadhaar). * Add structure...

I need an AI solution that takes product photos and sorts each image into fewer than five preset categories. The sole goal here is image classification—no detection or enhancement features are required. You will start from an existing dataset of labelled product images (I’ll supply a download link once we begin). A lightweight, production-ready model built in Python with either TensorFlow or PyTorch is preferred; transfer-learning from a well-known backbone (e.g., ResNet, EfficientNet, MobileNet) is perfectly acceptable so long as the final classifier is accurate and quick to infer on standard CPU hardware. Key deliverables: • Clean, commented source code for training and inference • The trained model weights (or exported SavedModel / .pt file) • A...

I offer various options to help you organize and clean up your accounting records in QuickBooks. Here are the services I provide: - Review and Correction of Transactions: I examine existing transactions in QuickBooks Online and correct any errors or discrepancies in the accounts. - Bank Reconciliation: I ensure that bank transactions match the records in QuickBooks Online. - Classification of Expenses and Income: I correctly organize and classify transactions into the appropriate categories. - Duplicate Removal: I look for and eliminate duplicate transactions or unnecessary records that may inflate financial reports. - Inventory Regularization: If you manage inventory, I verify the accuracy of inventory records and adjust quantities as necessary. - Missing Data Update: I complete an...

...system architecture modular backend design API-first approach scalable database structure separation of concerns The MVP itself is intentionally simple but must be built correctly to allow future expansion. PHASE 1 – CORE MVP SYSTEM 1. Workforce and Deployment System Create and manage guard profiles Create sites / locations Assign guards to sites Define shifts with start and end times Guard classification: Static (fixed site assignment) Mobile (multi-site movement) 2. Attendance and Duty Tracking System Start Duty (check-in) End Duty (check-out) Record: timestamp site guard ID duty status (ON DUTY / OFF DUTY) 3. Deployment Management View live guard assignments Track shift allocation Identify missing or unreported shifts 4. Incident / Occurrence Reporting System Incident ...

...was chosen, including estimated material quantities and any construction sequencing notes that differ between the two systems. 4. If screw piers are adopted, installation specifications (depth, torque requirements, corrosion protection). Acceptance criteria • Stamped drawings and calculations that a local certifier can lodge without further amendment. • Clear alignment between the soil classification, earthworks report, and your footing design assumptions. • All load paths for the steel frame and the dwelling areas resolved and shown on plans. I have no preset preference for footing type, so feel free to optimise on constructability and budget while meeting the structural brief. Autocad, Revit, or equivalent BIM tools are welcome—just keep the outpu...

...sales and support processes, automate everything that can be automated, and emerge with a single dashboard where every lead, customer request, and performance metric is visible in real time. Here’s the current landscape: we are not adopting an off-the-shelf platform such as Salesforce, HubSpot, or Zoho. Instead, I want a fully custom environment designed around Claude’s conversational and classification abilities. Core functions must include lead management, customer-support tracking, and sales analytics from day one. Smooth data flow matters just as much as the interface. The CRM will need to speak natively with our email platform (both inbound and outbound) and retrieve or store documents on our internal H and W drives without work-arounds. Wherever possible I&rsq...

I’m looking for an experienced blockchain developer who can create a fully compliant security token whose core purpose is to provide holders with investment returns. I’m flexible about both the token’s classification (utility, asset-backed, or equity) and the underlying chain (Ethereum, Binance Smart Chain, Stellar, or another you recommend). What matters most is that the structure meets relevant securities regulations and is technically sound. Key objectives • Design the token’s economic model and compliance flow so investors receive returns legally and transparently. • Write and audit the smart contract code (Solidity or the language suited to your chosen chain) with features such as transfer restrictions, whitelisting/KYC hooks, dividend or pr...

...while providing an AI-powered career assistant that helps candidates make better decisions before applying. Key features include: * Automated discovery of company career pages and hiring sources. * Intelligent detection and integration of multiple Applicant Tracking Systems (ATS). * Distributed crawling and real-time job synchronization. * AI-assisted data extraction, normalization, and job classification. * Advanced duplicate detection and freshness monitoring. * High-performance search with intelligent filtering and personalized recommendations. * Resume-to-job matching with detailed skill gap analysis. * AI-generated application insights, career roadmaps, and interview preparation. * Application tracking and personalized job alerts. * Scalable architecture designed to suppor...

I’m building WasteCore — the UK’s first AI Waste Intelligence Platform designed to automate waste identification, LoW code classification, testing decisions, hierarchy actions, compliance validation, and WTN generation. The entire product blueprint is already complete: • Full system architecture • Module logic • Data structure • API design • UI wireframes • Technical specification • MVP build plan I am seeking a dedicated technical co-founder to collaborate on building the MVP and driving the technical direction of this groundbreaking platform in a £12bn industry. This opportunity is based on an equity partnership rather than upfront payment. If you are passionate about AI development, automation, compliance logic, and cr...

...planning (wind turbine placement), and agricultural planning. Skills demonstrated: Data preprocessing, regression/classification modeling, feature engineering, Flask web integration, model deployment. Student Admission Classifier Developed a machine learning classification model to predict student admission outcomes based on academic and personal parameters (such as GPA, test scores, extracurricular activities, and other relevant features). Deployed as a web application where users input their details and receive a predicted admission likelihood/outcome, useful for ed-tech platforms, counseling services, or self-assessment tools for students. Skills demonstrated: Classification modeling (Logistic Regression/Decision Trees/etc.), data cleaning, model evaluation, Fl...

...official, public government validation portals like UK Gov and EU VIES). ​2. UK Companies House Integration (OSINT) ​Real-Time Registration Checks: Direct API integration with the UK Companies House public registry to verify corporate entities. ​Activity Analysis: Automatically pull and analyze Standard Industrial Classification (SIC) codes to cross-reference and verify active business categories. ​3. AI Commodity Classification & Communication Assistant ​Intelligent Product Classification: Integrate an LLM (such as OpenAI GPT-4o or Claude 3.5 Sonnet via API) to read raw line items or commercial descriptions and determine the correct Harmonized System (HS) / Commodity Codes. ​Operational Email Drafting: An AI module that automatically drafts contextual, professi...

...mechanisms and supporting operational schedules and forms. 2 Corporate Governance & Compliance Manual Covering governance structure, ethics, anti-bribery and corruption, anti-money laundering, delegation of authority, whistleblowing and internal compliance processes. 3 Information Security Manual Covering access controls, security standards, password requirements, acceptable use, information classification and incident management. 4 Data Protection & Privacy Framework Covering collection, use, handling, retention and protection of personal and company information. 5 AI Governance Framework Covering responsible AI use, human oversight requirements, accountability structures, AI risk assessment and governance standards. 6 Technology Development & Intellectual Property M...

Hello, I have been working in data annotation for almost 3 years, gaining extensive experience in annotations. This makes me a valuable addition to your team. In addition, I have much experience in image annotation, segmentation, bound...image annotation, segmentation, bounding boxes, polygons, key points, 2D and 3D annotations, and even LIDAR annotations. Tools: CVAT Roboflow LabelImg Labelbox VGG Doccano Label Studio Annotation Solutions: Bounding Boxes Image annotation Object labeling/tagging Semantic Segmentation Polygons Annotation/masks Polylines Annotation Key Points annotation Sentiment, Text & Topic Analysis Image classification and categorization Object Tracking Data Ann...

...calculation workpapers. Assisting with ongoing reporting as additional state EPR programs become effective. Required Qualifications Candidates must have demonstrated experience with Circular Action Alliance (CAA) reporting or U.S. Extended Producer Responsibility (EPR) packaging reporting for one or more states. In addition, candidates should have experience with: Packaging material classification. Packaging weight calculations and reporting methodologies. Consumer packaged goods (CPG) packaging. Excel-based data analysis and reporting. Preparing or assisting with Producer Responsibility Organization (PRO) reporting. Please describe your specific CAA/EPR reporting experience, including the states or Producer Responsibility Organizations (PROs) for which you ha...

...OpenDroneMap) to deliver an orthomosaic, DEM/DSM and feature-layer extractions for the three categories above. • Clean, GIS-ready files (GeoTIFF, shapefiles or GeoPackage) that I can drop straight into QGIS/ArcGIS for further analysis. Accuracy and visual clarity are critical; please outline your proposed flight altitude, overlap percentages, and the toolchain you intend to run for stitching and classification so I can confirm it meets our local regulations and project tolerances....

...scripts that streamline our Product, Topic & Feature Taxonomy governance: intake analysis, change approvals, PFT/ORG-to-CS GUS mapping, plus automated classification improvements and routing automation. You’ll also guide me through production validation, UAT, and release management so I can work seamlessly with Product, Engineering, and BI teams. What I’m looking for • A customized learning path covering Python fundamentals through to workflow automation with Claude Vibe • Hands-on walkthroughs of Salesforce setup, security, object design, and advanced admin features • Pair-programming sessions where we build, test, and refine classification-improvement and routing-automation scripts • Code review, best-practice checklists, and ...

...generated by the current engine is considered one Structural Event. No new event definitions should be created. The new engine should simply consume the existing Structural Events. --- COMPRESSION / EXPANSION CLASSIFICATION Every Structural Event should be classified. Compression Definition One individual Structural Event. Rule 1 consecutive Structural Event = Compression Expansion Definition Two or more consecutive Structural Events with no interruption from an opposite structural state. Rule 2 or more consecutive Structural Events = Expansion This classification should be performed independently for: Bid Ask Every Line Break Resolution --- STRENGTH SCORE Every Structural Event should receive a configurable Strength Score. Range 0-100 The prog...

I am looking for a mathematically trained researcher, PhD student, postdoc, applied mathematician, physicist, complex-systems researcher, network scientist, or computational modeller to complete a short independent classification task. The task involves classifying 30 well-known mathematical models of pattern formation and self-organisation using a supplied instruction document and Excel worksheet. Examples include reaction–diffusion models, Swift–Hohenberg, Cahn–Hilliard, Kuramoto, Ising, percolation, cellular automata, Barabási–Albert networks, Watts–Strogatz networks, lattice Boltzmann, Vicsek flocking, agent-based chemotaxis, active nematics and related hybrid models. For each model, you will identify: 1. the primary mathematical object; 2...