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Top 1% Expert-Vetted Freelancer. I have a PhD in Computer Science (AI & Machine Learning) and I am a physician. I build custom AI systems with proprietary and public data, including creation of novel datasets and state-of-the-art models. * After a 30-minute to 1-hour initial meeting, I'll craft a clearly written report outlining a unique AI strategy for your project. * For long-term engagements, I implement AI solutions end-to-end, including data collection, data cleaning, novel model design, model implementation and training in Python, and iteration on the modeling and data strategy to achieve excellent performance. * One of my specialties is creating custom models for proprietary datasets, including images, videos, audio recordings, and domain-specific data. Book a 30-minute consultation with me to get immediate answers about your AI project: - How can you leverage AI in your organization? - What kind of AI do you need to solve a particular problem? - Should you use a model like ChatGPT/Claude or do you need a custom model? - What modeling strategy should you use? - How should you collect and annotate data? - How much data will you need? - How should you measure performance? After a consultation I’ll craft a clearly-written report outlining an AI strategy for your project. Specialties: Healthcare AI: I am an expert in healthcare AI, with a unique background that blends clinical understanding from my MD, deep technical expertise from my AI PhD, and business experience. I have completed 100+ engagements across medical specialties including radiology, plastic surgery, orthopedic surgery, dermatology, cardiology, mental health, family medicine, dentistry, physical therapy, women’s health, pediatrics, nutrition, and neurology. I have created datasets and custom models for diverse forms of biomedical data including x-rays, CTs, MRIs, clinical photographs, patient videos, medical audio, medical notes, EHR data, insurance claims, omics data, and more. Computer Vision: I create custom AI models for 2D images, 3D images, and videos on proprietary datasets. I am excited about projects from multiple industries including healthcare, manufacturing, automotive, and agriculture. I have extensive experience with classification, object detection, segmentation, and keypoint detection, to identify and localize abnormalities or features of interest. I developed the first machine learning model in the world to predict multiple abnormalities simultaneously from a CT scan. For a dermatology practice, I built the first CV model to predict Fitzpatrick skin type, pigmentation, redness, and wrinkle severity (mean accuracy 85%)—now a core model at Kesty AI. Artificial Intelligence R&D: I have led multiple AI research projects across industry and academia. I have developed novel AI methods, including HiResCAM, a convolutional neural network explanation method with mathematical guarantees. I have published original research across multiple areas of AI, including computer vision, natural language processing, explainable AI, expert systems, and applied AI. My research papers have been cited over 1,000 times. My healthcare AI blog Glass Box has over 700,000 readers from 185 countries. Natural Language Processing (NLP): I have a deep understanding of large language models (LLMs) like Claude, Gemini, ChatGPT, and Llama. I have leveraged Transformers and other NLP techniques for numerous applications, including customized chatbots, medical note generation, and structured information extraction. Advising Entrepreneurs: Before focusing on AI consulting, I spent seven years as the founder of a health AI startup. I led my previous company from concept to deployed B2B SaaS product serving medical practices. Our AI history-taking assistant and AI scribe saved clinicians 2+ hours daily. I managed engineering teams of 5-10 (60+ contributors), secured two U.S. patents, and raised competitive grant funding. I enjoy working with entrepreneurs and discussing pitch decks, fundraising, customer discovery, designing an MVP, and evaluating the ROI of an AI product. If you’d like to talk with me about your AI project, please feel free to send me a message or book a consultation using the link on my profile.

Over the past 10 years, I've helped startups, enterprises, and growing businesses build production-grade AI systems, earning Top 1% on Upwork. I hold an MS in Computer Science from Stanford University, specializing in Artificial Intelligence, with research in Information Retrieval, NLP, and Machine Learning. ✅ 200+ AI projects completed ✅ Top 1% on Upwork ✅ $700k+ earned as a Freelancer ✅ $1M+ earned through our Upwork Agency I specialize in Generative AI, AI Agents, AI Automation, Workflow Automation, LLMs, RAG, Machine Learning, NLP, Computer Vision, Data Science, Business Intelligence, Voice AI, Multi-Agent Systems, and Enterprise AI. Core Expertise • Generative AI & LLMs: OpenAI GPT-4o/o1/o3, Claude, Gemini, Llama, Mistral, Qwen, Grok, HuggingFace, Together AI, Ollama, Groq • AI Agents: LangGraph, LangChain, CrewAI, AutoGen, OpenAI Agents SDK, DSPy, LlamaIndex, Semantic Kernel, MCP, MemGPT • AI Automation: n8n, Make, Zapier, Pipedream, APIs, Webhooks, Celery, Redis, Temporal, Human-in-the-loop workflows • Enterprise RAG: Pinecone, Qdrant, Weaviate, ChromaDB, FAISS, pgvector, Neo4j, OpenSearch, Elasticsearch • Voice AI: Whisper, Deepgram, ElevenLabs, Retell AI, Bland AI, Twilio, LiveKit, Pipecat, Tavus, HeyGen • Computer Vision: OpenCV, YOLO, OCR, Stable Diffusion, Flux, ComfyUI, multimodal AI • Machine Learning: PyTorch, TensorFlow, Scikit-learn, XGBoost, forecasting, anomaly detection, recommendation systems • Full-Stack AI: Python, FastAPI, Django, Flask, Node.js, TypeScript, React, Next.js, PostgreSQL, GraphQL • Cloud & MLOps: AWS, Azure, GCP, Docker, Kubernetes, MLflow, BentoML, CI/CD • Integrations: Salesforce, HubSpot, Slack, Google Workspace, Microsoft Graph, Stripe, Twilio, Notion, Airtable, OAuth & REST APIs Selected Projects • Enterprise Legal AI Platform with contract intelligence, semantic search & RAG • Multi-Agent AI Automation Platform integrating CRM, email, documents, APIs & business workflows • AI Trading & Forecasting Platform using ML and time-series models • Insurance Intelligence Platform for litigation analytics • Enterprise Sustainability Analytics Platform • Public Health Monitoring System improving operational efficiency and real-time reporting Why Clients Hire Me ✔ Production-ready AI architectures ✔ Business-first automation strategy ✔ End-to-end delivery from architecture to deployment ✔ Clear communication and long-term partnership If you're building AI Agents, AI Employees, Multi-Agent Systems, Enterprise RAG, Voice AI, Internal Copilots, Workflow Automation, or production LLM applications, I'd be happy to help bring your product to production.

I help businesses collect, organize, and transform raw data into clean, structured, and actionable information for outreach, analysis, and decision-making. I specialize in lead generation, web scraping, and data collection, with a strong focus on accuracy, efficiency, and delivering well-structured datasets ready for immediate use. 🔹 What I can help you with: * Targeted B2B lead generation (companies, decision-makers, contact details) * Web scraping from directories, websites, and online platforms * Data extraction and organization into Excel or Google Sheets * Data cleaning, deduplication, and formatting * Large-scale data collection using automated or semi-automated methods 🔹 Tools & Skills: * Python (BeautifulSoup, Selenium) for scraping and automation * Excel & Google Sheets (advanced formatting, data organization) * Web research & data verification techniques * CRM-ready data structuring 🔹 What you can expect: * Accurate and verified data * Clean, well-organized spreadsheets * Fast turnaround and clear communication * Scalable solutions for large datasets I understand that high-quality data is critical for business growth, and I focus on delivering results that are reliable, consistent, and ready to use. If you're looking for someone who is detail-oriented, dependable, and committed to quality — I’m here to help. Let’s work together to turn your data into results.

PhD Candidate in Computer Science: Specializing in Machine Learning, Recommender Systems, and Personalization. - Education: Master’s degree in Computer Science from DePaul University. - Technical Proficiency: Expert in Python; skilled in TensorFlow, PyTorch, and SQL. Proficient with AWS and Linux environments. - Research Excellence: Authored influential papers on topics such as enhancing diversity in recommender systems, multi-aspect fairness, and the dynamics of user preferences. - Key Projects: -- Twitter Misinformation Classification: Developed an NLP classifier to detect misinformation in tweets with 98% accuracy. -- Automatic Cross-topic News Fact Checker: Built an NLP system that outperforms state-of-the-art models in detecting false claims. -- eBayML Challenge (2020): Secured 2nd place with a novel weakly supervised method for product identification. -- Personalized Learning Recommendation: Implemented a system for recommending extracurricular activities to high school students. - Freelance Commitment: Eager to apply and expand my skills in AI, offering tailored solutions and strategic insights to enhance your projects and business impact. I am a soon-to-be PhD graduate in Computer Science, specializing in Machine Learning, Recommendation Systems, and Personalization. With a master's degree in Computer Science from DePaul University, I am well-versed in the latest industry trends and technologies. Over the years, I have contributed to dozens of research papers in my field, showcasing my deep understanding and passion for AI-driven solutions. As a Python expert and data engineering enthusiast, I have hands-on experience in implementing a wide range of machine learning methods and techniques. My proficiency in data-driven algorithms and tools makes me the ideal candidate to tackle complex projects in any industry. As a freelancer, I am eager to bring my expertise and research-driven approach to your organization, delivering tailored solutions that cater to your specific needs. I'm committed to working with you to identify opportunities for improvement and growth, leveraging my knowledge and skills to create a significant impact on your business. Looking forward to collaborating with you and making a difference through innovation and cutting-edge technology!

AI Engineer | Agents, LLM Systems & Full-Stack | Expert-Vetted (Top 1% on Upwork) | Published Researcher (WWW '26) I build AI systems that ship — not chatbot demos. I've developed AI prototypes for a Fortune-50 entertainment company, co-authored peer-reviewed research on AI agent behavior with Columbia and Yale (accepted to The Web Conference 2026), and have a patent in filing for a novel AI application. For the past 1.5 years I was the sole customer-facing engineer at an AI R&D firm, taking projects from whiteboard to working product. Most "AI products" disappoint because of poor planning, overreliance on foundation models, and no measurement of whether the system actually works. My approach is different: I scope honestly, design evals before features, and build systems that generate revenue or unlock capabilities that weren't possible before. What I work with daily: - AI/LLM systems: agent architectures, MCP integrations, RAG, evaluation frameworks, fine-tuning, LangChain/LangGraph, multi-provider deployments (Anthropic, OpenAI, Google) Python (15+ yrs): FastAPI, PyTorch, pandas, asyncio — from data pipelines to production APIs - Cloud: AWS Certified ML Engineer; Docker/Kubernetes; microservices and pragmatic monoliths - Frontend: React/Next.js + TypeScript (6+ yrs), real-time interfaces with WebSockets - Rust: systems work, parsers, embedded applications My process starts on paper: I map the problem, document the plan, and deliver code your team can actually build on — with documentation that explains why, not just what. If you need someone who knows what's possible with current AI capabilities, how to deliver it, and how to stay within budget — let's talk.

I'm a freelancer with experience in software engineering, cyber-security, social-media management & marketing, as well as other generic freelance gigs (writing, transcription, and translation). -My tech stack primarily involves the React framework, as well as HTML5, CSS, PHP, Mongo DB, Django, etc.. - I genuinely love generic freelance gigs (writing, transcription, translation), they give me time to relax and re-coop from my generic work-flow - Super happy to now be including Machine Learning and AI Building to my list of designated skill-sets! -I can proudly say that no matter your goals, here, you will receive your desired content delivered back to you quickly, efficiently, and correctly! Communication is the core of man's spirit, so be sure to reach out, let's talk!”.