Reinforcement learning jobs

I'm a forex trader and mentor seeking a cost-effective website to offer my trading courses. The site should include: - Video lessons - Interactive quizzes - Downloadable resources Ideal skills and experience: - Web development - Experience with e-learning platforms - UI/UX design Please include detailed project proposals in your application.

...electrical training program and still have two graded components left in each module: the “learning activity” and the “content quiz.” Both are multiple-choice, can be retaken without limit, and I need a final score of 90 % or higher on every attempt that counts toward my record. You will receive screen-shots of every unfinished unit plus login access so you can work directly in the platform. Feel free to lean on AI tools or any personal reference material; the school places no restriction on outside resources. When you reply, please mention any hands-on electrical background, coursework, or certifications that show you can navigate these topics confidently. Deliverables • All remaining learning activities submitted with ≥ 90 % &bull...

About Rancho Labs Rancho Labs is an IIT Delhi (IHFC)-backed EdTech company on a mission to revolutionize STEM education across India. Through hands-on, project-based learning in Robotics, Artificial Intelligence, Coding, and emerging technologies, we inspire curiosity and equip students with practical problem-solving skills for the future. As a fast-growing innovation-driven startup, we are looking for energetic freelance professionals to support the execution of our live projects and help deliver exceptional learning experiences to students and parents. Project Overview This is a freelance, project-based opportunity where you'll work on live, consumer-facing projects alongside the founding team. You'll gain hands-on exposure to project execution, marketing, ...

...The subject(s) you can teach and any special sub-topics you excel at 2. A short note on your teaching experience (years taught, class sizes, online platforms used) 3. Your preferred hourly or per-session rate and typical availability window I will review profiles on a rolling basis and invite shortlisted candidates to deliver a 10-minute demo class. Let’s create engaging, industry-relevant learning experiences together....

Are you an expert in control systems with a passion for teaching? We are looking for an experienced MATLAB & Simulink Trainer to lead a specialized weekend training program, guiding foundational concepts to advanced robotics applications. At end of the course, guidance to be provided to do a mini project as learning outcome. Job Details: Role: Part-Time / Freelance Trainer Format: One to one session Mode : Online/Offline (Offline preferred) Preferred Location : Chennai (offline) , Duration: 6-Months (saturday and sunday) Core Training Topics: Comprehensive MATLAB & Simulink (Beginner to Advanced) Mathematical Modeling of Physical Systems PID Controller Design & Tuning State Variable Analysis & State Space Modeling System Stability Analysis Extended Kal...

I want to build an open-source, end-to-end computer-vision system that can spot diseases across three domains—human healthcare, crop agriculture, and veterinary practice—without ever calling external APIs. Scope • Training: You’ll design and train deep-learning models to recognise Cancer in medical scans, Plant Fungal Infections in leaf images, and Animal Parasitic Infections in animal skin images. Feel free to choose PyTorch, TensorFlow or another modern framework, but the workflow must run entirely on local hardware after setup. • Data: Combine public datasets and clear instructions for adding private data so future users can extend or fine-tune. • Inference: Produce a lightweight CLI (a small GUI is a bonus) that accepts single images or ...

...occasional pronunciation pointers specific to Swiss German so I can better understand native speakers. If you are patient, motivating, experienced in teaching adults online, and can start within the next week, let me know your background, your preferred lesson length, and any digital tools or textbooks you like to use. Looking forward to building my Schweizerdeutsch together in a friendly, consistent learning routine....

Project Title: Build a Cross-Platform Learning Management System (LMS) – Web, Android & iOS Project Description: Hi, I am looking for an experienced development team or individual to build a complete Learning Management System (LMS) for a wellness and education platform. The system should include: Platforms Web Portal Android App iOS App Core Features User Registration & Login Student, Instructor & Admin Roles Course Management (Videos, PDFs, Audio, Quizzes) Progress Tracking Live Classes (Zoom/Google Meet Integration) Appointment Booking Membership & Subscription Plans Payment Gateway Integration (Stripe/PayPal/Apple Pay/Google Pay) Push Notifications Certificates Community/Discussion E-commerce for Digital & Physical Products Analytics & R...

...application for my English learning platform, EnglishParrot. focusing on live one-on-one English speaking sessions between students and tutors. I am not looking to integrate AI features; the platform will connect students with real tutors. The project will include: Student Mobile App (Android) User registration and login Subscription and payment system Browse and search tutors Book live sessions based on tutor availability Join live classes Session history and progress tracking Notifications and profile management Tutor Mobile App Manage availability View scheduled classes Join live sessions Mark sessions as completed Manage profile Admin Web Panel Manage students, tutors, subscriptions, and bookings Configure tutor availability Manage payments and reports Upload learning...

HandwritingAone Learning Centre / Blog - Wordpress - Elementor - Astra themed website Objective To create a professional Learning Centre / Blog System in wordpress - elementor - astra theme that enables HandwritingAone to publish educational articles regularly, improve organic SEO, educate parents and students, and gradually establish the website as one of India's leading handwriting education resources. Essential Functional Requirements 1. Learning Centre Archive Page Professionally designed blog listing page matching the existing website. Display featured image, article title, short excerpt, publication date and Read More button. Pagination for unlimited future articles. 2. Reusable Blog Article Template One professionally designed template for all articles. ...

I’m building a fully Arabic, right-to-left learning-management website that will let me host, manage, and sell video-based courses. The reference for the structure and clean UI/UX I have in mind is , so the finished product should feel equally intuitive for native Arabic speakers, from typography to overall flow. Core features I need developed include: • Course delivery that supports HD video streaming, progress tracking, quizzes, and certificates. • Secure checkout with credit/debit cards and the most common local payment methods used in the MENA region (Fawry, etc.). • Two sign-up paths: classic email-and-password and mobile-number with OTP verification. • Complete RTL design across every page, dashboard, and email template, with crisp Arabic typ...

I’m expanding our engineering group to tackle several green-field products that blend full-stack web work with a major AI initiative. My most urgent need is someone who lives and breathes machine learning—specifically model training and optimisation—and is comfortable doing it in Python. You’ll take ownership of the entire training workflow: building data pipelines, crafting efficient training loops, fine-tuning models, and squeezing every drop of performance out of our GPU clusters on AWS. Because the broader team also works in Rust micro-services and Ruby on Rails APIs, an appreciation for end-to-end software delivery is important; your models will eventually power customer-facing features served from those back-ends. Core responsibilities • Design a...

...document that is professional, concise, and well-thought-out. Suggested page length is 2-3 pages. Upload your file in Canvas. Business Rubric 1 Business Rubric 1 Criteria Ratings Pts This criterion is linked to a Learning OutcomeCompleteness 35 to >28.0 pts Outstanding Fully meets all assignment requirements as detailed in assignment description 28 to >21.0 pts Proficient All required elements completed. 21 to >10.0 pts Basic Most required elements completed. 10 to >0 pts Below expectation (failing grade) Only satisfies some of the required elements. 35 pts This criterion is linked to a Learning OutcomeStyle including Structure, Flow, Grammar, and Spelling 15 to >12.0 pts Outstanding Highly professional, excellent clarity, and easy to follow from opening to ...

Have A Seat – Web-First Community Platform MVP / Full-Stack Developer & Architect Needed Have A Seat – Web-First Community Platform MVP I am looking for an experienced full-stack developer/software architect to help build the Phase 1-3 MVP of Have A Seat, a privacy-first community platform focused on belonging, trusted relationships, family connection, learning spaces, creator communities, clubs, and legacy preservation.  The current priority is a web-first, mobile-friendly community platform with reusable systems and configurable spaces.   The MVP should be built as one shared platform, not separate custom builds for each community.   Core Phase 1 MVP Features 1. User Accounts & Authentication - Sign up / login - Basic profile/account settings -...

I need an experienced S...for: • Leading the on-site sessions, keeping them highly interactive and hands-on • Supplying—or helping us procure—official courseware, labs, and any required cloud system access • Tailoring explanations to an audience that already understands core SAP concepts but has not yet explored BTP or Integration Suite in depth • Providing short knowledge checks or a final assessment to confirm learning outcomes • Sharing follow-up resources so the team can continue practicing after the class We will handle venue, catering, and participant logistics; you bring the expertise, slide deck, and lab environment. Please let me know your available dates, estimated class length for each course, and any technical prerequisites...

...Agroindustrial. - Agronomía. - Ciencia de los Alimentos. - Procesos industriales relacionados. - Conocimientos técnicos valorados Se valorará experiencia práctica en una o varias de las siguientes áreas: - Desarrollo de software (web, móvil o escritorio). - Programación. - Arquitectura de software. - Bases de datos. - Ciencia y análisis de datos. - Inteligencia Artificial aplicada. - Machine Learning. - Automatización. - Estadística aplicada. - Modelamiento y simulación. - Sistemas embebidos. - Electrónica aplicada. - Herramientas y tecnologías Es deseable el manejo de una o varias tecnologías como: - Python. - Java. - JavaScript. - C/C++. - C#. - SQL. - PHP. - MATLAB. - Power BI. ...

...to secure educational landing pages. * Maintain accurate daily activity and lead reporting. * Follow all Standard Operating Procedures (SOPs), communication protocols, and compliance requirements. Requirements * Excellent written English. * Strong communication and interpersonal skills. * High attention to detail. * Ability to follow structured systems and documented processes. * Comfortable learning new terminology and continuously improving your knowledge. * Reliable computer and internet connection. * Experience with Facebook Groups and Messenger is preferred. Training & Certification A complete onboarding program will be provided, including: * Standard Operating Procedures (SOPs) * Community Outreach Framework * Messaging System * Lead Management Process * HIPAA awar...

...register/pay, sign permission waivers for in-person classes, and track enrolled and completed courses. The back end must allow admin control: reviewing teacher/student applications, approving or rejecting proposed courses, verifying credit requests, handling payments, and managing enrollments. The overall system should feel clean and intuitive, with small-class focus (5–12 students), project-based learning, and automated revenue sharing (80% for certified teachers, 75% for non-certified)....

My online education platform is ready to scale and I need a marketer who lives and breathes Facebook. The single, clear‐cut goal is lead generation—quality sign-ups that can be nurtured into paying students. Here’s the help I’m after: refine or build a Facebook strategy that pinpoints my ideal learner, crafts scroll-stopp...supply brand assets, course details, and any platform integrations you require; you translate that into compelling copy, visuals, and data-driven decisions. Success looks like a measurable uptick in qualified leads entering our funnel, backed by transparent weekly reports outlining spend, CPL, and next-step recommendations. If you can demonstrate past wins in Facebook lead gen—especially for e-learning or info products—let&rsqu...

I run a small but active covered-call portfolio onwebull and I need an extra pair of hands to keep trade execution tight and risk well-managed. You already understand basic option terminology, know how covered calls are structured, and can navigate thewebull interface without a learning curve. Here’s the flow: when I send a trade alert you log in immediately, confirm underlying share count, select the specified strike and expiry, review the Greek and open-interest snapshot, then place the order at the quoted limit. If pricing drifts, you’ll adjust within the parameters I outline in each signal. Once filled, you record the details in the shared sheet and set any follow-up actions—roll targets, close triggers or profit caps—so our downside and upside are bo...

...Customize AI English Learning & CBT Preparation App (Fixed Budget: £400) Project Overview I have purchased a production-ready Flutter AI language learning app template and I'm looking for an experienced Flutter developer to customize, extend, and prepare it for launch as VoxaLearn. VoxaLearn will be an AI-powered English learning and CBT exam preparation application for Android and iOS. This is NOT a project to build an application from scratch. The Flutter source code is already complete. I need an experienced developer to customize, configure, and add a few new modules. The existing template already includes: Flutter (Android & iOS) Firebase OpenAI GPT Google Gemini AI AI Chat AI Grammar Lessons AI Vocabulary AI Stories Spaced Repe...

...avatars: automatic rigging, bone mapping, and pose application (Quaternions/Euler angles). • Smoothing, co-articulation, facial expressions, and non-manual markers essential for natural NSL. 4. Data & Model Strategy • No pre-trained NSL model exists yet. • Plan to collect ~1,000 videos of diverse NSL signers for training both recognition and generation models. • Design the system with transfer learning/fine-tuning in mind for the custom dataset. 5. Technical Priorities • Fully web-based, low end-to-end latency (<1–2 seconds). • MediaPipe (or equivalent) for real-time pose estimation. • Privacy-focused, on-device inference where possible. • Responsive UI with camera/mic access and clean embedding options. • Extensi...

...engineering software. Design and manage structured technical databases. Convert mathematical models into efficient and scalable software algorithms. Build tools for data processing, analysis, and visualization. Explore and implement Machine Learning techniques where applicable. Collaborate with domain experts to develop innovative software solutions. Participate in software testing, validation, documentation, and continuous improvement. Required Skills Strong proficiency in Python. Experience with NumPy, Pandas, and SciPy. Knowledge of Machine Learning using frameworks such as scikit-learn, TensorFlow, or PyTorch. Experience with SQL or other database technologies. Familiarity with Git and software development best practices. Strong analytical, mathematical, and problem-so...

I have the first batch of 500 Urdu-learning questions sitting in a standard-forms web interface. Each item needs a sharp eye so that every Urdu phrase carries its romanised transliteration in brackets, and every transliteration is mirrored by the correct Urdu script. While you work, I want you to make sure the question is never written entirely in Urdu—there should always be enough English for learners to grasp the context—and that both question and answers feel natural and make sense pedagogically. I do not yet have a formal style guide, so I am counting on you to recommend a clear, lightweight set of checks we can reuse for later batches. Your main focus areas are: • Accuracy of transliteration • Correct question answer and explanation formatting inside t...

I’m putting together a focused, distance-learning programme to sharpen my team’s sales techniques, with an emphasis on confident, conversion-driven cold calling. The goal is simple: turn more first-time conversations into qualified opportunities without relying on scripts that sound rehearsed. Here’s what I need from you: • A clear training roadmap that blends live, online workshops with real-time role-plays and feedback on recorded calls. • Practical frameworks for opening, qualifying, handling objections, and closing that my reps can start using within the first week. • Tailored call-scripts or talk-tracks refined to our market (I’ll supply product and buyer-persona details). • Short “homework” tasks so reps can prac...

...Trainer Requirements: Strong hands-on industry experience in Data Science and Data Engineering. Prior experience delivering corporate training programs. Ability to explain concepts with practical examples, case studies, and hands-on labs. Excellent communication and presentation skills. Expected Coverage: Data Science Python for Data Science Data Analysis & Visualization Statistics & Machine Learning Model Building & Evaluation Real-world Projects Data Engineering SQL & Data Warehousing ETL/ELT Concepts Apache Spark Hadoop Ecosystem Cloud Data Platforms (AWS/Azure/GCP) Data Pipelines and Best Practices Proposal Requirements: Please submit the following: Updated trainer profile/CV Relevant corporate training experience Detailed course outline (if available) D...

...Training, inference, evaluation, model fine-tuning, pipeline work. | | **`scientific_computing`** | Numerical methods, simulation, computational workflows for natural sciences. | | **`other`** | Anything that genuinely doesn't fit the above. Use sparingly. | **Current Hardware Policy:** We are **NOT** accepting GPU-dependent tasks right now. Please keep `gpus = 0` in ``. CPU-only machine learning, data science, or scientific computing tasks are completely welcome. ## What Makes a Good Task? A high-quality task is something a person would be paid to do on a computer—real, economically valuable work. It must be specified by a clear instruction and a robust verifier (a solution passes if and only if it actually completes the work), and it must be robust across time and...

...You'll then create the Canva version of the Student Handout, and we'll review it together before moving on to the next you become more familiar with the program, I'd love your ideas on how we can make the handouts even clearer and more engaging for goal isn't just to create eight attractive workbooks—it's to build a premium educational program that people genuinely enjoy learning from.I'm excited to see the Thrive identity continue to evolve as we work through the remaining weeks together. How to to make it great We will happy with good. but if we can get to great I would love to hire you  for heaps of other thrive projects ( flyers, handouts etc ) I would suggest spending a bit longer on week 1 and really getting it perf...

...application for my English learning platform, EnglishParrot. focusing on live one-on-one English speaking sessions between students and tutors. I am not looking to integrate AI features; the platform will connect students with real tutors. The project will include: Student Mobile App (Android) User registration and login Subscription and payment system Browse and search tutors Book live sessions based on tutor availability Join live classes Session history and progress tracking Notifications and profile management Tutor Mobile App Manage availability View scheduled classes Join live sessions Mark sessions as completed Manage profile Admin Web Panel Manage students, tutors, subscriptions, and bookings Configure tutor availability Manage payments and reports Upload learning...

I need a developer who can take my idea for a flashcard-based productivity tool and turn it into a polished application that runs smoothly on Windows laptops, Android phones/tablets, and iOS devices. The app’s learning engine must rely on active recall and spaced-repetition algorithms to help users retain information efficiently. Core experience I’m after • Create, edit, and organise decks and individual cards (text first; images and audio later as a plus). • Automated scheduling of reviews driven by spaced-repetition logic. • Quick-review mode for on-the-go study sessions. • Real-time progress tracking with simple statistics. Cross-platform requirements The same account and data should sync seamlessly between Windows, Android, and iOS without...

# Closed Testing Required for VisualLearning App (Android) We are looking for Android users to participate in the **Closed Testing** phase of our educational app, **VisualLearning**. ### About the App VisualLearning is an advanced learning platform designed for students of **Class 9th–12th**, **CBSE**, **State Boards**, **JEE**, and **NEET**. The app provides: * 3D Animated Video Lectures * Visual Notes * NCERT Solutions * Previous Year Questions (PYQs) * MCQs & Quizzes ### Tester Requirements * Android phone (Android 8.0 or above) * Gmail account * Ability to install the app from Google Play Closed Testing * Use the app naturally for **14 days** * Report any bugs, crashes, UI issues, or suggestions ### What You'll Do * Install the app using the testing link. ...

Project: Create Premium HTML5 Course Videos for Online Learning Platform. We are developing a premium Frontend Development course for our online learning platform. We are looking for an experienced HTML instructor who can create a complete, beginner-friendly HTML5 course with professional-quality screen recordings. This module is the first module of the complete Frontend Developer Program. Therefore, it should assume that students have no prior programming knowledge. The teaching style should be practical, engaging, and project-oriented. Recording Requirements Minimum Resolution: 1920 × 1080 (1080p) Clear microphone audio No webcam required VS Code with dark theme Browser: Google Chrome Zoom level suitable for easy reading Live coding (avoid reading from slides) Expl...

I have raw footage (mobile-shot clips plus a few stills) and a clear message to push: drive interest in my product on Instagram. What I need now is a polished, eye-catching Reel, made stronger with smart AI touches—think automated captioning, adaptive color grading, object tracking for logo placement, or any other machine-learning trick that will stop the scroll. Here’s the shape of the job: • Take my footage and craft a 30–60 s vertical (1080 × 1920) edit that feels native to Instagram Reels. • Apply AI-assisted enhancements where they add real value—dynamic subtitles, beat-synced cuts, background noise removal, subtle VFX, etc. • Keep the focus on the product: quick payoff, clear benefits, strong call-to-action at the end. &bul...

...reference, I’m looking for a true co-author: somebody who has already shepherded at least one technical title through Springer (or an equivalent top-tier imprint) and who also codes, prototypes and speaks the language of agentic AI. Here’s what I envision. We will begin by mapping the chapter flow together, anchoring each section around hands-on demonstrations of multi-agent frameworks, reinforcement-learning optimisers, and large-language-model orchestration inside supply-chain scenarios. You will expand these ideas into well-structured prose, diagrams and code snippets (Python, LangChain, Ray, or comparable stacks). Throughout the process you’ll keep the tone practitioner-friendly—rich in implementation detail yet still accessible to busy executi...

I’m putting together a focused, distance-learning programme to sharpen my team’s sales techniques, with an emphasis on confident, conversion-driven cold calling. The goal is simple: turn more first-time conversations into qualified opportunities without relying on scripts that sound rehearsed. Here’s what I need from you: • A clear training roadmap that blends live, online workshops with real-time role-plays and feedback on recorded calls. • Practical frameworks for opening, qualifying, handling objections, and closing that my reps can start using within the first week. • Tailored call-scripts or talk-tracks refined to our market (I’ll supply product and buyer-persona details). • Short “homework” tasks so reps can prac...

I need an application that records human voices on an iPhone and analyzes them in real-time. The app should provide immediate feedback or actions based on the analysis. Requirements: - Record and identify human voices - Real-time analysis - Immediate feedback/actions Ideal Skills & Expe...application that records human voices on an iPhone and analyzes them in real-time. The app should provide immediate feedback or actions based on the analysis. Requirements: - Record and identify human voices - Real-time analysis - Immediate feedback/actions Ideal Skills & Experience: - Mobile app development (iOS) - Experience with audio processing and real-time analysis - Familiarity with machine learning for sound identification Looking for a developer who can create an efficient a...

I’m ready to develop a fresh brand mark that captures my love for learning, creativity, and professional growth, and I’d like your help translating that spirit into a logo that seamlessly combines a memorable icon with clean, expressive typography. Here’s what I’m after: • A primary logo that pairs a distinctive icon with text, designed from scratch. • A short, smooth animation of that logo suitable for intros, outros, and social media reveals (think MP4/Lottie/GIF). • Final static files delivered in scalable vector (AI/SVG/PDF) plus web-ready PNG/JPG; animated files supplied in the most versatile formats. Style cues: modern, optimistic, and adaptable across my creative ventures—from video edits to cooking-recipe posts—s...

...Potential Savings: $4,700/year Role-based access is essential. At minimum the system must distinguish between Administrator, Facility Manager, and Energy Analyst so each sees the right data, controls, and reports. I’m expecting you to own the architecture—data models, API design, front-end framework, CI/CD pipeline, security hardening, and automated testing—while keeping future modules and machine-learning models in mind. If you’ve shipped SaaS on Azure, tuned Fabric Lakehouses, and integrated MLOps workflows, you’ll feel at home here. Deliverables I will review for the initial milestone: 1. High-level architecture diagram with tech stack choices and reasoning 2. Clickable prototype or skeleton app that demonstrates multi-tenant login and role...

We run a growing language-learning EdTech platform () built on a custom stack: HTML/JS/CSS on the frontend, a Python backend, deployed on Heroku, using Cloudflare for DNS/WAF, and a GoDaddy registered domain. We are currently closing B2B sales contracts with public Canadian universities and need a Governance, Risk, and Compliance (GRC) or InfoSec specialist to help us clear their vendor security registration pipeline and fill out higher education compliance paperwork. ***IMPORTANT: You will NOT be given access to our source code repository. You will audit our architecture dynamically via interview questions.*** Scope of Work Includes: 1. HECVAT 4 Completion: Review our Python/Heroku architecture and pre-fill the Higher Education Community Vendor Assessment Toolkit

...1-2 cities so you don't compete with other partners in your area. All you do is: Call schools → Show them the product → Get them to try it free for 30 days → Convert them to paid plan → Earn 35% commission → Repeat. Realistic Timeline & Expectations: Most schools can be closed in 3-10 days (cold call → demo → trial → payment). In Month 1, expect 2 schools = Rs.60,480 commission (you're still learning). In Month 2-3, expect 3-4 schools per month = Rs.1,01,600 to Rs.1,68,800 monthly. In Month 4+, expect 4-6 schools per month = Rs.1,68,800 to Rs.2,51,000+ monthly. This assumes consistent effort (calling 20-30 schools daily, following up on trials, closing deals). Some partners exceed these numbers — it depends on your hust...

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I’m building a Dubai-based label that brings a casual yet luxurious edge to modern streetwear, and I’m ready to team up with an experienced fashion designer who can turn my conc...adjustments through to final sample approval. You’ll succeed here if you • Live and breathe streetwear culture while staying alert to runway trends. • Are comfortable designing for a unisex fit. • Know your way around Adobe Illustrator (or equivalent) for clean, production-ready files. • Can communicate quickly—Dubai time zone overlap is a bonus but not a must. I started this brand at 13, learning every step on my own; now I’m scaling up and want a creative partner who’s as passionate about detail and originality as I am. If that sounds like...

I need an advanced humanoid robot that performs full human functions alongside robotic tasks. The robot should have: Human-like Characteristics: - Voice interaction capabilities - Human-like movements Robotic Functions: - Physical strength and durability - Environmental awareness with advanced sensors Ideal Skills and Experience: - Robotics engineering - AI and machine learning - Experience in human-robot interaction design - Proficiency in sensor integration and mobility systems Looking for a professional who can bring this sophisticated project to life. I have drawings of what it should look like

I have a historical lending dataset that requires a full end-to-end machine-learning workflow. First, I need thorough data preprocessing and exploratory analysis: identify and treat missing values, detect and cap or remove outliers, and inspect the class distribution. In this project the key concern is minority class under-representation, so any resampling or cost-sensitive 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 algorit...

I have worked on multiple AI data generation and model evaluation projects involving both Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF). My work included designing high-quality prompts, analyzing model responses, identifying reasoning and factual errors, and creating golden responses that served as the expected reference outputs. I worked extensively with repository-based tasks using Cursor, where I understood large codebases, executed run scripts, analyzed parse scripts, and validated both Pass-to-Pass (P2P) and Fail-to-Pass (F2P) test cases to ensure the generated solutions were functionally correct. I also reviewed code quality, verified outputs against expected behavior, and ensured compatibility with existing repositories. For tool-...

...Console * Google Business Profile * WordPress * Content Marketing * Copywriting * Video Editing * Canva * Adobe Premiere Pro or CapCut * Facebook Marketing * Instagram Marketing * LinkedIn Marketing * Conversion Rate Optimisation (CRO) --- # Preferred Experience Applicants with experience in the following sectors will be prioritised: * Education * Tuition companies * Schools * EdTech * Online learning * Child or family-focused services --- # What Success Looks Like Within the first 6–12 months, we expect to see measurable improvements in: * Consultation bookings * Organic website traffic * Google rankings * Parent engagement * Website conversion rates * Google Business Profile visibility * Social media growth * Brand awareness --- # How to Apply Your proposal **m...

...Hosting | $50–100/year | | Development | Depends on project scope | | Maintenance | Optional | ## Conclusion Developing a personal blog provides an excellent opportunity to share knowledge, express ideas, and establish a meaningful online presence. With a clean design, engaging content, and regular updates, the blog can become a valuable platform for communication, learning, and personal growth....

I’m looking for a mathes tutor, engaging tutor who can work with my 7-year-old daughter online. Her main focus right now is strengthening basic maths—addition and subtraction—and deepening her number sense so she truly understands how numbers relate to one another, rather than just memorisi...sessions that keep her attention. I’d like each lesson to include plenty of visual aids, interactive exercises, and real-life examples so she enjoys the process while steadily improving. Regular feedback after every session will help me track her progress and reinforce concepts between meetings. If you have experience teaching early-primary maths online and can create a fun, confidence-building learning atmosphere, I’d love to hear how you’d structure the le...

...required. - An estimated timeline and cost to deliver the MVP. - Any recommendations that would improve the platform while remaining within a reasonable budget. - Estimated ongoing maintenance costs. Success Criteria The finished product should provide an experience comparable to PassTest while remaining cost-effective, scalable and easy to extend with future features such as AI-assisted learning, advanced analytics and mobile applications....

This quote is for Learning Support for Certification 9. Scope of Work: • Complete all required learning modules. • Complete quizzes and assignments (where applicable). • Provide regular progress updates throughout the course. After completion, you may review and audit the completed work to ensure it meets your requirements. Once you are satisfied, please release the $60 milestone, and I will proceed with the next certification under a new quote. If the audit or review process requires significant additional work, revisions, or extended support beyond the agreed scope, any extra time will be charged separately after discussing and receiving your approval. Thank you. I look forward to working with you.