Machine Learning Projects

Machine Learning Research Proposal Specialist

Overview We are looking for a Machine Learning Research Proposal Specialist to create a polished, professional research-style write-up for an ML evaluation task. The submission should propose a machine learning problem within the writer’s domain of expertise and must be directly related to machine learning. The final deliverable should be written in markdown format, follow the provided template exactly, and be no longer than 1–2 pages with a maximum of 8 paragraphs. Project Goal The goal of this project is to design a machine learning benchmark or problem that is complex enough to challenge a strong state-of-the-art LLM. The problem should not be a simple generic ML pipeline task. It should require deep domain expertise, advanced reasoning, and layered technical understanding that would be difficult for a general-purpose model to solve without specialized knowledge. Responsibilities The selected specialist will write a complete research proposal-style submission using the required sections: Domain and Motivation, Task Design, Data and Data Generation, Sources of Difficulty, Reference Solution and Scoring, and Citations. Each section should be concise, polished, and limited to one paragraph. The proposal should clearly explain the ML domain, why the task is meaningful, what is being predicted, how the data would be generated or adapted, why the task requires extrapolation, and why naive approaches would fail. Ideal Candidate The ideal candidate has strong experience in machine learning, applied AI, data science, or ML research, with expertise in at least one technical or scientific domain such as healthcare, finance, robotics, cybersecurity, biology, materials science, geospatial analysis, NLP, computer vision, or another complex field. They should be able to design a creative ML task that rewards real domain knowledge rather than basic textbook ML skills. Required Skills Strong understanding of machine learning problem formulation, benchmark design, data generation strategies, train/test split methodology, model evaluation, and scoring metrics is required. The candidate should also be comfortable explaining why a task is difficult, what domain-specific insights are needed, and how an expert would approach solving the problem. Clear technical writing and the ability to produce concise markdown-formatted documentation are essential. Deliverable The final deliverable will be a markdown-formatted research proposal following the provided template. It should be professional, concise, and no more than 8 paragraphs total. The proposal must involve machine learning directly and should include citations where applicable, such as relevant research papers, datasets, GitHub repositories, or other credible references that support the proposed task. Important Notes This is a machine learning evaluation project, so proposals that are not directly related to ML will not be accepted. The model output should be ignored during the evaluation process, and once the prompt has been entered and the model generates a response, the evaluator should select “Done Chatting.”

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A language learning app developing

We need to develop an app for Russian-speaking people to learn English words. The idea is that each student will have a personal account, which they can use to view flashcards with words. The flashcards are double-sided, with translations and audio (they work like Anki). We also need a way to test the student's knowledge of the words they've learned (multiple choice). The app shouldn't automatically translate words; I'll be adding all the words manually. The main thing is to have a distinctive design, which I'll describe roughly.

Website Design and Candidate Sourcing

Thank you for your message. My business partner and I would be interested in setting up a call to discuss both candidate sourcing and the development of a recruitment website. We are available on Wednesday morning and would be happy to arrange a time that works for you. We look forward to speaking with you and learning more about your services. Kind regards, Syed Qadri

Upcycling- (Pattern tracing,cutting and sewing)

Will be tracing 1 piece of clothing to form a pattern, we will then use this pattern to cut pieces of fabric into shape and sew to recreate original piece . This is an upcycling project No specific piece in question though will be a basic design. For London Based only! (I would prefer to be present during process, to watch, learn and record, please let me know if this is possible)

AI Evaluation

We are looking for an experienced AI Evaluator to review and compare AI-generated results, including image and STEM-related tasks. You will determine which output best matches the prompt, identify errors, and evaluate accuracy, reasoning, and overall quality. The ideal candidate should have experience with AI models and prompt engineering, strong analytical skills, and exceptional attention to detail. You must be comfortable working remotely on our machine and available during EST hours. Apply if you have a strong understanding of AI evaluation and can confidently identify the best results among similar outputs.

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CNC Controller Schematic/Design

CNC Mill Controller Electrical Design Consultant Project Overview I am looking to design and build a custom CNC milling machine and am looking for an experienced electrical engineer or controls architect with experience in CNC systems, machine control, and automation. I'm looking for an expert who can help me plan and validate the overall electrical architecture before I commit to a particular design direction. Scope of Work The initial objective is to work together to define the machine's electrical system, including: - Overall controller architecture. - Motion control strategy (servo/stepper integration). - Motor drives and power distribution. - Safety systems (E-stop chain, contactors, interlocks, limit switches). - I/O allocation and expansion. - Spindle and auxiliary equipment integration. - Enclosure layout and wiring philosophy. - EMC/noise mitigation and grounding strategy. - Recommendations for suitable components and industry best practices. Once the architecture is agreed upon, I would like the successful freelancer to produce: - A complete electrical schematic. - Wiring diagrams where appropriate. - A basic bill of materials (BOM). - Documentation sufficient for machine assembly. Ideal Candidate I'm looking for someone with experience in one or more of the following: - CNC machine design or retrofit projects. - Industrial automation and machine control. - PLCs, motion controllers, or PC-based CNC platforms (Mach4, LinuxCNC, Centroid Acorn, etc.). - Servo and stepper drive systems. - Electrical CAD packages such as AutoCAD Electrical, EPLAN, SolidWorks Electrical, or similar. Practical, real-world experience designing industrial machinery is preferred over purely academic electrical engineering experience. About the Project This is a custom hobby/small scale manufacture machine, but I want to approach the electrical design using professional engineering practices. I already have a general concept for the mechanical side and would like to collaborate on the electrical design before purchasing major components. Please include examples of previous CNC, machine control, or industrial automation projects you've worked on, where possible. Price is negotiable.

Amazon KDP Mentor Needed – Step-by-Step Coaching

I am looking for an experienced Amazon KDP expert who can mentor me through the entire KDP process. I want practical guidance on niche research, keyword research, book creation, listing optimization, and PPC advertising. I am not looking for a done-for-you service. I want to learn and understand the process.

Windows 11 installer for old VB6 Programme

Create a Windows 11 installer for a legacy Visual Basic 6 application. You will analyze the provided VB6 source to identify ActiveX controls, DLLs, OCX files and database drivers, then build a modern installer (Inno Setup or Advanced Installer preferred) that handles UAC elevation, 32-bit subsystem registration, and Side-by-Side dependency isolation. Deliver installer scripts, packaged binaries, and verify installation on a clean Windows 11 test machine. Fixed-price proposal with timeline and cost.

AI Product Engineer Needed

Title: AI Product Engineer Needed to Build AI-Powered Child Development Content Platform Description: I am the founder of Nurture, a childcare communication and caregiver support app for families with babies and toddlers. The app already exists and is built using an AI-assisted development platform. I am looking for an experienced AI Product Engineer to help design and implement an AI-powered activity and educational content engine. The goal is to create a system capable of: Generating age-appropriate child development activities Creating structured educational content Producing learning objectives and developmental outcomes Generating quizzes and training materials Supporting future image and video generation Creating personalised activity plans based on age, materials and available time Managing large libraries of AI-generated content Implementing quality control and admin approval workflows Ideal experience: OpenAI, Claude or Gemini APIs Prompt engineering AI content generation systems RAG (Retrieval Augmented Generation) Vector databases MongoDB Python FastAPI Educational or learning platforms Mobile app integrations The existing app is already live and functioning. This role is focused on designing the AI content architecture and helping create a scalable system for generating and managing thousands of childcare activities and learning resources. Please provide examples of previous AI-powered products, content generation systems or educational platforms you have worked on.

AI Quality Evaluator — Image and STEM Focus

We're improving how AI systems reason, explain, and answer especially on technical and STEM content. As an AI Quality Evaluator, you'll directly shape model accuracy by rewriting flawed responses, judging competing outputs, and setting the standard for what "correct and clear" really means. This is hands-on work for people who love precision, enjoy spotting subtle errors, and can explain complex ideas without losing rigor. What You'll Do - Improve AI accuracy by catching errors and reasoning gaps across eval tasks. - Rewrite AI answers to be accurate and clear (primarily STEM). - Compare two AI responses and decide which is better, with clear reasoning. What We Need - Strong STEM background (math, CS, engineering, etc.). - Sharp eye for factual and logical errors. - Excellent written English and attention to detail. - Need to work on our remote machine. - Bonus: experience in AI/ML, annotation, or content evaluation.

Part-Time Project Manager – Global Operations

​ ​We manage complex global projects. Learn more at www.cedar-project.com. ​Looking for a part-time freelance Project Manager to coordinate international teams, timelines, and workflows across logistics, procurement, and HR. ​Responsibilities: ​Manage project scopes, timelines, and deliverables. ​Coordinate cross-functional regional tasks. ​Track progress and resolve operational bottlenecks. ​Requirements: ​Experience in project management or operations. ​Strong organizational and problem-solving skills. ​Languages: Persian required; working English or other languages a plus.

UK Property & Housing Outreach

UK Property & Housing Outreach: Seeking English-fluent UK or Ireland-based callers for telephone outreach using an external interface. Candidates must have telephone outreach experience, strong verbal communication, and willingness to learn using the Close platform. Require laptop, headphones with mic, and occasional attendance at Teams meetings. Must follow scripted guidance carefully, respect sensitivities, record opt-outs, and adhere to GDPR. Part-time engagement for up to one month with supportive client oversight and monitoring.

Help needed to link finished Lovable Website to Shopify checkout

I have built a new website on Lovable and need help connecting it properly to my existing Shopify account so the site can be made ready to go live. I am not looking for someone to build a new website from scratch. The website is already designed and built in Lovable. I need someone who understands how Lovable works and can help with the technical setup, Shopify integration, product/shop connection, domain/go-live setup, and making sure everything works correctly before launch. The work may include and should be done within my budget: * Connecting Lovable to Shopify * Setting up the shop/product links correctly * Making sure checkout works through Shopify * Helping connect the domain * Checking mobile and desktop functionality * Making sure the site is ready to publish * Advising on any issues before going live Please only apply if you have experience with Lovable and Shopify, and you are confident you know how to connect the two properly. I do not want a full website redesign, a new Shopify store built, or someone learning Lovable for the first time. I need someone practical who can help get this finished quickly and correctly. Thanks.

Website creation

Freelance VA Needed – One-Time Website Creation Project ($60 Fixed Price) We are looking for a reliable and detail-oriented Virtual Assistant with website-building experience to help create a simple conference website for an upcoming Learning & Development event. Project Scope: Build a website in Canva Website Builder Use our existing branding, content, and images Create approximately 5–6 pages (Home, Speakers, Agenda, FAQ, Register, etc.) Ensure the website is mobile-friendly and visually appealing Add links, buttons, and basic navigation Make revisions based on feedback Requirements: Experience building websites in Canva (preferred) Strong eye for design and layout Good communication skills Ability to complete the project within 3–5 days Budget: Fixed Price: $60 USD

Documentation & Data Entry Assistant

We are looking for a reliable and detail-oriented Documentation & Data Entry Assistant to support our team with simple documentation, content organization, and data entry tasks. This is a remote support role. No advanced technical skills are required, but the ideal person should be responsible, responsive, organized, and willing to learn. The work will mainly involve entering information accurately, formatting documents, updating internal records, and helping keep our project information organized. Responsibilities: Enter and update information accurately in internal documents and spreadsheets. Organize notes, records, and simple project information. Format written content clearly and consistently. Review information for basic spelling, structure, and accuracy. Follow clear instructions and complete assigned tasks on time. Communicate progress and ask questions when clarification is needed. Requirements: Good written English. Strong attention to detail. Ability to follow instructions carefully. Reliable communication and quick response time. Basic computer skills, including Google Docs, Google Sheets, Microsoft Word, or similar tools. Interest in learning and supporting documentation-related tasks. Must be available to overlap at least 4 hours per day during US business hours. Important Notes: This role is only for internal documentation, data entry, and administrative support. The selected freelancer will not be asked to post listings on other platforms, create accounts, manage third-party accounts, or perform any activity that violates another website’s policies. Work Arrangement: Remote, part-time or flexible schedule. Daily communication and at least 4 hours of overlap with US business hours are required. Ideal Candidate: Someone who is reliable, honest, responsive, detail-oriented, and passionate about doing accurate work.

Seeking Google Ads & Meta Ads Growth Partner

We are currently evaluating a small number of experienced agencies and senior paid media professionals to support our digital growth initiatives. I am the Chief Marketing Officer of a hospitality group and am looking for a strategic partner with proven experience managing and scaling Google Ads and Meta Ads campaigns. We already have active advertising efforts and are interested in working with someone who can contribute beyond campaign execution by providing insights into account structure, budget allocation, audience strategy, creative testing, lead generation, and performance optimization. We are particularly interested in professionals who have personally managed substantial advertising budgets and have experience improving efficiency, increasing ROAS, reducing acquisition costs, and scaling profitable campaigns. Please include: • Industries you have worked in • Largest monthly ad budget personally managed • Google Ads experience • Meta Ads experience • Examples of campaigns you have successfully scaled • Typical reporting and optimization process This project is intended as an initial engagement. For the right partner, there may be an opportunity for a long-term collaboration across multiple advertising initiatives. Looking forward to learning more about your experience and approach.

Looking for English native B2B Telemarketer / Lead Generator

Business Development Executive / Lead Generator (Contract) Remote | Contract Role | Basic Salary + Uncapped Commission Incentives We are looking for a confident, driven and motivated Business Development Executive / Lead Generator to join our growing team. You will be responsible for contacting UK businesses from company-provided spreadsheets and databases, identifying opportunities and introducing our range of business services to potential clients. Working primarily from supplied data, you will speak with business owners and decision-makers, understand their current arrangements and identify opportunities where our services can save them money, improve efficiencies or generate additional revenue. The services you will be promoting include Business Energy, Business Water, Waste Management, Telecommunications, Card Machines and EPOS Systems, Business Insurance, Business Funding, Commercial Solar Solutions and Commercial EV Charging Solutions. The successful candidate will be confident on the phone, possess excellent communication skills and be comfortable speaking with business owners and senior decision-makers. Previous experience in telemarketing, telesales, lead generation or business development would be advantageous but is not essential for the right candidate. You must be fluent in English with a professional and friendly telephone manner, be self-motivated and target-driven, and have the ability to work independently while managing your own workload effectively. We provide the data, training and support — you provide the enthusiasm, professionalism and determination to generate opportunities and help turn conversations into completed business. This role offers a lower basic salary than a traditional sales position as it has been designed to reward performance through generous commission incentives. In addition to your salary, you will receive a percentage of the commission generated on every deal that successfully completes from your leads. The more opportunities you create and the more deals that get over the line, the more money you earn. There is no cap on earnings, making this an excellent opportunity for ambitious individuals who are motivated by performance and enjoy being rewarded for results. This position is initially offered on a contract basis, however there is potential for a permanent role in the future for the right candidate should the relationship prove successful for both parties. If you are confident on the phone, enjoy speaking with business owners and are looking for an opportunity with genuine earning potential, we would love to hear from you.

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KeyShot Specialist – Plastic Material & Lighting Setup Expert

PROJECT DESCRIPTION We are an established sports equipment brand looking for a KeyShot expert to help us move a set of product renders from a flat, CAD-preview look to true photographic realism, suitable for front-of-pack hero imagery. This is not a standard production render job. We are specifically looking for someone who can develop and dial in the right material, texture, and lighting settings on one or two sample models, then hand over the complete settings package so our existing rendering supplier can apply the same look across our full product range in their own copy of KeyShot. The product is a small, moulded plastic item with subtle translucency. Getting that material quality right is the crux of the brief. We should also mention that our full product range is already set up and organised within KeyShot. Ideally, whatever material presets and lighting rig are developed through this engagement could be applied across that existing setup without having to rebuild or re-import each product individually. If you have experience structuring KeyShot material libraries and scene rigs in a way that makes them portable and easy to apply at scale, please mention this in your response. We will share full project details, reference images, and the CAD model (STEP format) with the shortlisted candidate under a mutual NDA before work begins. WHAT WE NEED FROM YOU BEFORE WE SHORTLIST Rather than a standard cover letter, please answer the following five questions. Your answers will carry more weight than your portfolio in our decision. Honest, specific answers are far more useful to us than vague ones. 1. Which version of KeyShot do you work in, and how long have you been using it professionally? 2. When rendering a soft, slightly translucent plastic (such as a sports mouthguard, silicone grip, or similar), which material type or shader do you use in KeyShot, and what are the two or three settings you pay most attention to in order to get that quality right? 3. How do you approach lighting a small plastic product for a front-of-pack hero shot? Describe your typical setup, including how you use (or choose not to use) an HDRI environment. 4. Once a look is approved, how would you package your settings so that another KeyShot user on a different machine could replicate the result? What files would you provide, and how would you structure those settings so they could be applied across a pre-existing library of models in KeyShot, rather than being tied to a single scene file? 5. Please share one or two examples of previous work involving plastic, rubber, or similarly translucent materials. Links are fine. BUDGET AND TIMELINE Fixed price preferred. To be agreed once we have shortlisted. This is a focused, bounded piece of work rather than an ongoing contract.

LMOps / DevOps for Knowledge Transfer & Course Development

About Us TechWorld with Nana is a fast-growing tech startup, known for high-quality DevOps and cloud engineering courses. We are building a new AI engineering course and need several experienced practitioners to help shape it. The Role We are looking for a senior AI/DevOps engineer based in the US to participate in a structured knowledge transfer engagement. You will walk our founder and course creator through your real-world AI use cases, tools, workflows, and production experience — helping us build a practical, hands-on AI course grounded in real engineering practice. This is not a development role. It is a paid consulting engagement focused on sharing knowledge and experience. What You'll Do Walk through your production AI use cases in structured sessions with our founder Share tools, architectures, workflows, and lessons learned from real AI projects Provide feedback on course content direction and practical relevance Help ensure the course reflects what engineers actually do in the field What We're Looking For Based in the US Strong production AI experience — LLMs, MLOps, AI tooling, or AI-integrated DevOps workflows DevOps/cloud background (AWS preferred) Comfortable explaining complex concepts clearly to a non-engineer audience English fluency required Why Join Us Your expertise will directly shape educational content seen by thousands of engineers worldwide. Flexible, async-friendly engagement. How to Apply Please share your background, relevant AI production experience, and your hourly rate expectation. Explain why you believe to be a good fit, and what experience you can contribute to this role. Kind regards

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Google Ads & Shopify Help Needed

Hi, I run Going Dark Shop, a small UK-based Shopify store supplying products to the theatre and live events industry. shop.goingdark.uk I'm looking for someone who can help me grow the business through Google Ads and improve my Shopify store. I have some experience running ads myself, but I'm still learning and would like someone who can guide me through the process and explain things in plain English. I'm looking for help with: * Google Ads * Google Shopping * Getting more sales through my website * Improving my Shopify store * Understanding where I should be spending my limited marketing budget At the moment I'm a small business and don't have a huge advertising budget, so I'm looking for someone who understands working with smaller ecommerce stores and can help me make the most of what I have. Ideally, I'd like to start with an audit or consultation to understand: * What's working * What isn't working * What quick improvements can be made * Whether Google Ads is the right place to invest Please tell me: * A little about your experience * Similar Shopify stores you've worked with * What you'd recommend as a first step * Your cost for an initial review Thanks, Dominic Going Dark Shop