😱 𝗟𝗲𝘁’𝘀 𝗷𝘂𝗺𝗽 𝗼𝗻 𝗮 𝑭𝑹𝑬𝑬 𝑪𝑨𝑳𝑳 𝗮𝗻𝗱 𝗱𝗶𝘀𝗰𝘂𝘀𝘀! 😱😱😱😱😱😱😱😱 so you can see my approach before deciding. I build production-ready AI and trading automation systems for clients who need more than a simple script. I am an AI/ML engineer with a Master’s degree in Artificial Intelligence and hands-on experience building trading automation, prediction-market tools, real-time data pipelines, dashboards, and AI-powered analysis systems. I help traders, founders, and technical teams turn trading ideas into working software: from data collection and backtesting to live monitoring, bot execution, alerts, dashboards, and AI-based decision support. My work combines AI/ML engineering, real-time market-data infrastructure, trading bots, dashboards, and deployment. I can help you move from an idea or manual workflow to a working system that collects data, analyzes signals, executes logic, sends alerts, stores results, and runs reliably on a VPS or cloud server. Recent project areas include Kalshi and Polymarket prediction-market systems, Webull bot interfaces, real-time WebSocket feeds, Telegram/Discord trading controls, ClickHouse/Grafana dashboards, Docker deployments, and AI-powered market-analysis pipelines. My recent work includes building and improving systems for Kalshi, Polymarket, Webull, and crypto/prediction-market workflows, including real-time WebSocket data processing, order book monitoring, Telegram/Discord bot interfaces, market-data dashboards, database pipelines, and Docker-based deployment on VPS/cloud infrastructure. What I can help you build Trading bots and automation tools Kalshi, Polymarket, Webull, crypto, and broker/API integrations Real-time market-data pipelines WebSocket order book, ticker, trade, and price-feed processing Backtesting and strategy research tools Telegram/Discord trading bots and alert systems AI-powered market analysis and signal-generation workflows Dashboards for monitoring trades, PnL, token usage, prices, and system health Dockerized deployment, logging, debugging, and VPS/cloud setup Data storage using PostgreSQL, ClickHouse, and related tools AI/ML experience I also have strong experience in deep learning and applied AI, including: PyTorch, TensorFlow, Keras, scikit-learn LLM and AI-analysis pipelines generative models: Audio/music/speech AI systems Computer vision and object detection Data analysis, feature engineering, and model evaluation Python automation and production ML workflows Trading-system experience I have worked on systems involving: Kalshi prediction-market bots Polymarket data monitoring and dashboards Webull bot interfaces Real-time price feeds I focus on practical, production-oriented development: clean Python code, clear communication, reliable deployment, and systems that can be monitored, debugged, and improved over time. I can work on trading infrastructure involving real-time market data, WebSocket feeds, order books, execution workflows, monitoring dashboards, and low-latency automation. For more advanced trading architecture such as HFT-style systems, OMS/EMS design, and institutional execution workflows. If you have a trading idea, AI workflow, automation task, or market-data problem, I can help you turn it into a working system. # Technical stack Python, PyTorch, TensorFlow, scikit-learn, Pandas, NumPy, PostgreSQL, ClickHouse, Grafana, Docker, Linux VPS, WebSockets, REST APIs, Telegram bots, Discord bots, OpenAI API, trading APIs, and AI/ML pipelines. I work best with clients who want clear communication, fast iteration, and practical engineering. I can help with research prototypes, MVPs, production grade bots, dashboards, infrastructure, or debugging existing systems. # Keywords : Algorithmic Trading, Algo Trading, Quant Trading, Quant Developer, Trading Bot, Trading Automation, Trading Strategy, Strategy Development, Backtesting, Live Trading, Paper Trading, HFT, Low Latency, Market Making, Order Book, Level2 Data, Level3 Data, Tick Data, Market Data, Execution Engine, OMS, EMS, DMA, Smart Order Routing, Risk Management, Position Sizing, Portfolio Management, Portfolio Optimization, Signal Generation, Alpha Research, Statistical Arbitrage, Pairs Trading, Mean Reversion, Momentum Trading, Trend Following, Scalping, Arbitrage, Options Trading, Futures Trading, Forex Trading, Crypto Trading, Equities Trading, Prediction Markets, Kalshi, Polymarket, Webull, Interactive Brokers, IBKR, Alpaca, Binance, Coinbase, MetaTrader, MT4, MT5, MQL4, MQL5, TradingView, Pine Script, NinjaTrader, QuantConnect, Lean, NautilusTrader, cTrader, FIX API, Broker API, Exchange API, REST API, WebSocket, Trade Execution, Order Routing, Order Management, Fill Handling, Slippage, Latency Optimization, Market Microstructure, Volatility, Greeks, Delta Hedging, Options Spreads, Credit Spreads, Debit Spreads, Short Premium, Risk Controls, Stop Loss, Take Profit, Trailing Stop, PnL Tracking, Trade Alerts, Telegram Bot, Discord Bot,

AI Automation Engineer | ML Engineer | AI Chatbot Developer | Data Scientist | Advanced RAGs, N8N, GHL, Zapier & AI Agents Expert | LLM/AI Solutions & Application Specialist I build production-grade AI/LLM systems and machine learning solutions with 5+ years of hands-on experience, specializing in AI Agents, Advanced RAG architectures, Data Science, Machine Learning modeling and Deep Learning applications. I stay aligned with the latest research in AI, ensuring every solution is efficient, scalable, and delivers measurable business impact. My goal is to establish long-term partnerships through transparent communication, exceptional technical expertise, and consistent delivery of high-quality AI/ML solutions. 🤖 AI AGENTS & AI SYSTEMS AI Models • Anthropic: Claude 3.5 Sonnet, Claude 4 Sonnet, Claude 3 Opus, Haiku • OpenAI: GPT-4o, GPT-4o mini, o1-preview, o1-mini • Google: Gemini, PaLM 2 • AWS Bedrock Foundational LLMs • MCP Servers • Meta & Open-Source: LLaMA, Mixtral, Falcon, Mistral, Hugging Face Models • AI Automation Frameworks & Tools • LangChain, LangGraph, AutoGen • Botpress, Rasa, Dialogflow, Retell AI • Sciket-Learn, Tensorflow, Keras, Pytorch • AI Agents and Agentic AI systems: LangGraph, CrewAI, Knowledge Graph • N8N, Make, Low code, No code platforms • Go High Level, Zapier Core AI/ML Capabilities • Advanced RAG Systems (50,000+ documents processed) • MCP Servers • Complex Agentic AI Graphs • Prompt Engineering & Model Fine-Tuning • Vector Databases: Pinecone, ChromaDB, Elasticsearch • Context-Aware AI Agents with Multi-Endpoint Architecture • Embeddings & Semantic Search • NLP: Sentiment Analysis, NER, Text Generation • AI Document Analysis & Generation (80% time reduction achieved) 📊 DATA SCIENCE & MACHINE LEARNING Deep Learning Frameworks • PyTorch, TensorFlow, Keras • Transfer Learning, Pre-training & Model Optimization • ANNs, CNNs, RNNs, LSTMs, GRUs, Transformer Models ML/Data Science Stack • Scikit-learn, Pandas, NumPy • Statistical Modeling (Poisson, Neural Networks) • Predictive Analytics & Forecasting Models • Feature Engineering & Model Validation • MLOps: Model Deployment, Monitoring, CI/CD Specialized Applications • Demand Forecasting (proven cost reduction) • Real-time Prediction Systems (95%+ accuracy) • PII Detection & Document Anonymization (98% accuracy) • Time Series Analysis & Predictive Modeling 🖼 COMPUTER VISION • Medical Image Segmentation (92% IoU achieved) • OpenCV, YOLO, Tesseract OCR • Object Detection, Recognition, Classification • Image Generation: DALL-E 3, Stable Diffusion, GANs • Scikit-Image for advanced processing 💻 FULL-STACK DEVELOPMENT & DEPLOYMENT Back-End • Python: FastAPI, Flask, Django • Node.js, REST APIs • Celery for task queuing Databases • Vector Databases: Pinecone, ChromaDB, Elasticsearch • SQL: PostgreSQL, MySQL • NoSQL: MongoDB, Firebase Data Visualization & BI • Power BI, Excel Automation • Interactive Dashboards & Analytics DevOps & Cloud • Docker, Kubernetes • AWS: EC2, S3, Lambda • CI/CD Pipelines • Git (GitHub, GitLab, Bitbucket) 🎯 PROVEN TRACK RECORD • Enterprise Legal AI Platform: Architected complete RAG system processing 50,000+ legal documents with <2 second response times and 95%+ confidence scores • Production AI Systems: Serving 10,000+ queries daily with 95%+ accuracy • Computer Vision: Medical imaging models achieving 92% IoU • Demand Forecasting: Neural network models delivering measurable inventory cost reduction • Real-time ML Prediction: 95%+ accuracy in outcome prediction systems 💼 MY VALUE PROPOSITION • Production-ready, scalable AI/ML solutions with proven ROI • Rigorous testing, validation, and performance optimization • Clear documentation and knowledge transfer • Long-term partnership approach with transparent communication • Flexible working hours for seamless global collaboration • Strict adherence to timelines and professional project management • Clean, maintainable code following industry best practices Certifications: IBM Certified Data Scientist | Upwork Certified AI Expert Ready to deploy AI that works? Let's discuss your project whether you need a RAG chatbot, workflow automation, or custom LLM integration. I offer a free 15-minute consultation to explore how AI can transform your operations. 📩 Send a message to get started. Let's build intelligent systems that drive real business value.

I build AI systems that actually work in production, from Generative AI and LLM-powered SaaS platforms to intelligent automation workflows that save businesses real time and money. With 7+ years of experience in Artificial Intelligence, Machine Learning, and backend engineering, I specialize in delivering complete, end-to-end AI solutions using Python, FastAPI, Flask, and Django, not just models, but production-ready systems that drive measurable business results. AI & LLM Development I build intelligent applications powered by OpenAI, ChatGPT, Claude, Gemini, LLaMA, and Mistral. My expertise includes LLM fine-tuning, prompt engineering, AI agents, multi-agent systems, AI assistants, AI workflows, function calling, and tool use. I design and implement RAG pipelines (Retrieval-Augmented Generation) using vector databases like Pinecone, Weaviate, ChromaDB, and FAISS for document intelligence and enterprise knowledge bases. Generative AI Applications Content generation, text summarization, embeddings, semantic search, AI writing tools, AI copilots, and custom GPT solutions. I build Generative AI products that integrate directly into your business workflows. Machine Learning & Deep Learning Predictive analytics, recommendation systems, anomaly detection, classification, regression, time-series forecasting, and NLP solutions including text classification, named entity recognition (NER), sentiment analysis, and document processing pipelines. Computer Vision OCR systems, object detection, image classification, image processing pipelines, and document AI, built with OpenCV, YOLO, TensorFlow, and PyTorch. AI Automation & Integrations I connect AI models with real business systems using n8n, Zapier, and Make. This includes CRM integrations, SaaS tool automation, Stripe, PayPal, and internal workflow automation, reducing manual effort and scaling operations intelligently. Backend & API Engineering Scalable AI APIs, data pipelines, inference systems, and cloud-ready backend architectures using FastAPI, Flask, Django, REST, and GraphQL. I handle the full AI lifecycle: data processing, feature engineering, model training, deployment, and production integration. My Expertise & Core Technologies AI & LLM Frameworks: OpenAI API · LangChain · LlamaIndex · Hugging Face · Prompt Engineering · AI Agent Development · RAG Pipelines Machine Learning & Deep Learning TensorFlow · PyTorch · Scikit-learn · Predictive Analytics · NLP · Computer Vision Vector Databases & Search Pinecone · ChromaDB · FAISS · Weaviate · Semantic Search · Embeddings Backend & API Development Python · FastAPI · Flask · Django · REST APIs · GraphQL Databases & Caching PostgreSQL · MongoDB · Redis · MySQL Cloud & DevOps AWS · GCP · Docker · CI/CD · Cloud Deployment AI Automation & Integrations n8n · Zapier · Make · CRM Integrations · Stripe · PayPal · Webhook Automation · Data Scraping 📈 Results I've Delivered ✅ Built a recommendation engine that increased client conversions by 30% ✅ Developed an AI chatbot reducing customer response time by 70% ✅ Created OCR + document AI pipelines cutting manual processing by 50% ✅ Built AI automation systems reducing operational effort by 60% ✅ Delivered a load optimization MVP for a freight routing platform ($4,000 fixed project) Clients choose me because I combine deep AI expertise with clean engineering, scalable architecture, maintainable code, and solutions that actually get used in production. If you're building an AI product, AI SaaS platform, AI chatbot, RAG system, automation workflow, or need Generative AI integrations, I can take it from idea to production. Let's build something that works. Message me today.

Check Portfolio: AI Agents in Action for Data Intelligence With over 7 years of experience building production-grade AI systems, I specialize in transforming ambitious ideas into scalable, real-world solutions. Ready to take your AI project from concept to launch? Here's how I can help: 📚 RAG Specialist: Design and implement robust RAG pipelines that enhance LLM performance with dynamic, real-time knowledge retrieval. 🧠 LLMOps & Agentic System Architecture: Expertly built infrastructure for Large Language Models and autonomous, goal-oriented AI agents. 📊 Business-Driven AI Solutions: Translation of complex business challenges into impactful, measurable machine learning results. 🛠️ End-to-End Project Execution: Seamless transition from research and prototyping to scalable, production-ready systems.

🚀 🥇 Top Rated Plus Engineer | Full Stack & Mobile | AI/ML, MLOps, AWS, Azure & Enterprise ETL I am Haziq, and I connect user applications to state-of-the-art neural architectures and cloud infrastructure seamlessly. With more than 40 enterprise systems built and delivered successfully on Upwork, along with 100% Job Success Score and Master’s Degree in Engineering, I design robust solutions that make difficult business logic easier. Unlike other developers that create only the simple front ends or simply wrap APIs for ChatGPT, I develop the whole system - from highly efficient web and mobile user interfaces to sophisticated multi-turn reasoning systems, customized neural networks, and extensive data ingestion pipelines on AWS and Microsoft Azure. ✅ What I Offer: • Full Stack & Mobile Engineering: Fully functioning web apps, efficient mobile app architecture, and responsive front end with integrated user interface with backing of powerful back end services. • AI Agent Building & Conversational AI: Self-driving agents with structured reasoning capabilities, memory, tools calling, and fast voice bots (n8n, Vapi, Retell AI, Twilio). • MLOps & Cloud Infrastructures: Full model training pipeline, automated versioning system, and deployment of models to be highly available on AWS and Microsoft Azure. • Data Science & Neural ETL: Fast automatic extraction of data, complex data cleaning pipeline, structural data analysis, and custom NNUE model training. 🎯 Production Accomplishments: • Designed production-ready multi-tenancy full stack platform architectures and automated backend infrastructures supporting webhooks and multi-tool synchronization of high throughput. • Designed custom workflow processes for training of NNUE neural network models for variant chess engines evaluations. • Implemented scalable ETL processes for past financial trading histories, automating data extraction, data cleansing, and storing vectors/database data. • Designed low-latency AI voice agents (Vapi/Retell AI) with integration to Twilio and GoHighLevel for automating workflows like humans do. • Improved and deployed open source Diffusion architecture-based image-to-image Virtual Try-On (VTON) API platforms. 💼 Technical Stack & Frameworks: • Core Programming: Python, JavaScript, Node.js, TypeScript, SQL • Front-End & Mobile: Web Application Development, Full-Stack Architecture, Mobile Integration UI • AI & Automation: Generative AI, Prompt Engineering, Large Language Models (LLMs), LangChain, n8n, Vapi, Retell AI, AI Bot Systems • Data Engineering & ML: MLOps, Data Science, Data Extraction, ETL Pipelines, Data Analysis, Retrieval Augmented Generation (RAG), Neural Networks • Cloud & Ecosystems: AWS (SageMaker, Lambda, ECS), Microsoft Azure, Supabase, Pinecone, PostgreSQL 🌟 What Makes Me Unique: I am extremely solution-driven and incredibly accountable for results. Not only do I code application logic or interface with APIs, but the whole product development process is my engineering challenge. Be it implementing a responsive mobile view, using data science to clean the messy historical datasets, or deploying an MLOps pipeline in the cloud with 99.9% uptime, I build systems that work. 📋 Services I Provide: • End-to-end Full Stack web and mobile application development • Scalable ETL pipeline design, high-volume data extraction, and deep statistical data analysis • Production ML pipeline development (MLOps) and deployment on AWS/Azure infrastructure • End-to-end n8n workflow setup, AI bot development, and multi-tool CRM integration • Custom Vapi & Retell AI voice agent development and low-latency conversation tuning • NNUE model training, custom tokenization, and chess engine variant mapping • AI SaaS MVP development from database architecture to secure production delivery 🤝 Working With Me: I take great emphasis on being very transparent, writing clean code and having dependable execution. I am good at converting difficult to define business cases into highly reliable automation. I can be there to provide technical consultation, implementation of solutions, and even support services. Are you ready to create your next high-performance software or increase efficiency of your business operations using top-notch machine learning algorithms? Just send me an invite or message. Keywords: Python, Generative AI, Prompt Engineering, Artificial Intelligence, Machine Learning, Data Extraction, ETL Pipeline, Data Analysis, Large Language Model, AI Agent Development, AI Bot, Microsoft Azure, AWS, Data Science, MLOps, Full Stack, Mobile Engineer, n8n, Vapi, LangChain, Conversational AI, SaaS Development, Chatbot Development.

𝐓𝐎𝐏 𝟏% 𝐎𝐍 𝐔𝐏𝐖𝐎𝐑𝐊 | 𝐄𝐗𝐏𝐄𝐑𝐓-𝐕𝐄𝐓𝐓𝐄𝐃 𝐀𝐈 𝐄𝐍𝐆𝐈𝐍𝐄𝐄𝐑 𝐀𝐈 𝐀𝐆𝐄𝐍𝐓𝐒 • 𝐑𝐀𝐆 • 𝐋𝐋𝐌 𝐀𝐏𝐏𝐒 • 𝐧𝟖𝐧 𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐈𝐎𝐍 • 𝐕𝐎𝐈𝐂𝐄 𝐀𝐈 • 𝐃𝐀𝐓𝐀 𝐀𝐍𝐀𝐋𝐘𝐓𝐈𝐂𝐒 Most businesses don’t need another AI demo. They need reliable AI systems that connect with real tools, automate real workflows, work with private business data, and keep running in production. That’s what I build. I’m Tayyab, an Upwork Expert-Vetted AI Engineer with an MS in AI & NLP from Stanford. I’ve delivered 200+ projects across AI agents, LLM applications, RAG systems, workflow automation, machine learning, analytics, and full-stack product development. I help startups, enterprises, and operations teams turn manual, fragmented, and data-heavy processes into secure, scalable AI-powered systems. 𝐀𝐈 𝐀𝐆𝐄𝐍𝐓𝐒 & 𝐀𝐆𝐄𝐍𝐓𝐈𝐂 𝐖𝐎𝐑𝐊𝐅𝐋𝐎𝐖𝐒 I build AI agents that can reason over data, call tools, update systems, trigger workflows, and support human-in-the-loop approvals. This includes multi-agent systems, tool calling, function calling, structured outputs, long-term memory, workflow orchestration, MCP integrations, evaluation pipelines, tracing, and production monitoring. Tools: OpenAI Agents SDK, LangGraph, LangChain, CrewAI, AutoGen, Claude, Gemini, OpenAI, and open-source LLMs. 𝐑𝐀𝐆, 𝐋𝐋𝐌 𝐀𝐏𝐏𝐒 & 𝐃𝐎𝐂𝐔𝐌𝐄𝐍𝐓 𝐀𝐈 I design private AI knowledge systems that let teams chat with documents, PDFs, emails, spreadsheets, research papers, legal files, SOPs, and internal knowledge bases. This includes RAG pipelines, semantic search, vector databases, PDF extraction, OCR, document Q&A, enterprise search, secure knowledge assistants, hallucination control, citation-based answers, and grounded AI workflows. Tools: Pinecone, Qdrant, Weaviate, pgvector, OpenSearch, LlamaIndex, LangChain, Azure OpenAI, Amazon Bedrock, OpenAI, Claude, and Gemini. 𝐀𝐈 𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐈𝐎𝐍, 𝐧𝟖𝐧 & 𝐖𝐎𝐑𝐊𝐅𝐋𝐎𝐖 𝐈𝐍𝐓𝐄𝐆𝐑𝐀𝐓𝐈𝐎𝐍 I build automation systems that connect CRMs, internal tools, APIs, webhooks, databases, emails, forms, spreadsheets, and third-party platforms into reliable business workflows. This includes lead routing, CRM automation, sales automation, reporting automation, document collection, data enrichment, approval flows, API integrations, retries, audit trails, logging, and monitoring. Tools: n8n, Make, Zapier, HubSpot, Salesforce, GoHighLevel, Airtable, Notion, ClickUp, Google Workspace, Office 365, Slack, Teams, Zendesk, REST APIs, and webhooks. 𝐕𝐎𝐈𝐂𝐄 𝐀𝐈, 𝐂𝐇𝐀𝐓𝐁𝐎𝐓𝐒 & 𝐂𝐎𝐍𝐕𝐄𝐑𝐒𝐀𝐓𝐈𝐎𝐍𝐀𝐋 𝐀𝐈 I build AI voice agents, chat assistants, intake agents, lead qualification systems, scheduling assistants, AI receptionists, call transcription workflows, and conversation intelligence platforms. Tools: VAPI, Twilio, OpenAI Realtime API, Deepgram, Whisper, ElevenLabs, Retell AI, Bland AI, Claude, OpenAI, and Gemini. 𝐃𝐀𝐓𝐀, 𝐌𝐋, 𝐀𝐍𝐀𝐋𝐘𝐓𝐈𝐂𝐒 & 𝐂𝐎𝐌𝐏𝐔𝐓𝐄𝐑 𝐕𝐈𝐒𝐈𝐎𝐍 I build data and machine learning systems for forecasting, classification, predictive analytics, recommendation engines, dashboards, OCR, computer vision, object detection, and automated reporting. Tools: Python, FastAPI, Django, Node.js, TypeScript, React, Next.js, PostgreSQL, MongoDB, Neo4j, PyTorch, TensorFlow, scikit-learn, Hugging Face, Power BI, Tableau, Plotly, OpenCV, YOLO, and Roboflow. 𝐒𝐄𝐋𝐄𝐂𝐓𝐄𝐃 𝐑𝐄𝐒𝐔𝐋𝐓𝐒 • Built an insurance automation system that reduced processing time by ~40% • Developed a document intelligence system that processed 600-page PDFs in minutes • Created a legal RAG system with ~80–85% alignment against historical outcomes • Automated reporting workflows that saved 200+ hours/month • Contributed to a cloud intelligence platform supporting a $50M+ fundraising round • Delivered AI systems across healthcare, legal, finance, insurance, energy, real estate, government, and operations-heavy industries 𝐁𝐄𝐒𝐓-𝐅𝐈𝐓 𝐏𝐑𝐎𝐉𝐄𝐂𝐓𝐒 • AI agent development • RAG and document Q&A systems • Private AI knowledge bases and AI second brains • n8n, Make, Zapier, and API workflow automation • OpenAI, Claude, Gemini, Azure OpenAI, and Bedrock integrations • Voice AI agents using VAPI, Twilio, Deepgram, and ElevenLabs • CRM automation for GoHighLevel, HubSpot, Salesforce, and custom CRMs • AI SaaS MVPs and proof-of-concept builds • AI dashboards, analytics, and reporting platforms • Computer vision, OCR, document extraction, and inspection AI I don’t just connect an AI API and call it done. I design the full system around your business workflow, data sources, users, permissions, edge cases, and long-term maintainability. Have a manual workflow, private knowledge base, AI product idea, or data-heavy process you want to automate? Send me the tools you use, the current workflow, and the outcome you want. I’ll help you identify the most practical path from idea to a reliable AI production system.

Have being working as Image processing and 3D modelling engineer for 14 years and having a PHD in the same area, I have accumulated a very good experience in development, algorithms design and performance enhancement in the computer vision, 3D and deep learning areas. Working in many different companies on a various projects as a developer and a researcher gave me the opportunity to enhance my communication skills with all kind of people (developers, researchers, managers and clients). I was always able to propose strategic business proposals, sell these ideas to other people and do the necessary to transform them to a final product.

I am a Ph.D. scholar specializing in Machine Learning and Deep Learning with expertise in model design, optimization, and mathematical modeling. My research spans computational neuroscience, cognitive neuroscience, computational psychology, and cheminformatics, with publications in high-impact journals where I also serve as a reviewer (IEEE Transactions, Nature, PLOS One). In addition to academic contributions, I have developed production-ready AI solutions for clients, some of which directly supported their successful funding. I bring together strong research expertise and practical problem-solving to deliver impactful results.

𝗻𝟴𝗻 𝗔𝘂𝘁𝗼𝗺𝗮𝗝𝗼𝗻 𝗘𝘅𝗽𝗲𝗿𝘁 | 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 & 𝗔𝗜 𝗖𝗵𝗮𝘁𝗯𝗼𝘁𝘀 | 𝗔𝗜 𝗩𝗼𝗶𝗰𝗲 𝗖𝗮𝗹𝗹𝗶𝗻𝗴 𝗔𝗴𝗲𝗻𝘁𝘀 | 𝗚𝗼𝗛𝗶𝗴𝗵𝗟𝗲𝘃𝗲𝗹 | 𝗢𝗽𝗲𝗻𝗖𝗹𝗮𝘄 I build 𝗻𝟴𝗻 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻𝘀, 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 and 𝗰𝘂𝘀𝘁𝗼𝗺 𝗔𝗜 𝗰𝗵𝗮𝘁𝗯𝗼𝘁𝘀 that handle 𝘺𝘰𝘶𝘳 𝘭𝘦𝘢𝘥𝘴, 𝘤𝘶𝘴𝘵𝘰𝘮𝘦𝘳𝘴, 𝘢𝘯𝘥 𝘰𝘱𝘦𝘳𝘢𝘵𝘪𝘰𝘯𝘴 ; so you don't have to. 𝗻𝟴𝗻 𝗪𝗢𝗥𝗞𝗙𝗟𝗢𝗪 𝗔𝗨𝗧𝗢𝗠𝗔𝗧𝗜𝗢𝗡 → Lead extraction, enrichment, qualification & outbound sequences → Inbound lead routing, scoring, tagging & CRM sync → Slack & Notion automations (two-way sync, notifications, tasks) → API integrations & webhook workflows → Data processing, scraping & reporting pipelines 𝗔𝗜 𝗖𝗵𝗮𝘁𝗯𝗼𝘁𝘀 & 𝗩𝗼𝗶𝗰𝗲 𝗔𝗴𝗲𝗻𝘁𝘀 → Appointment booking 𝐜𝐡𝐚𝐭𝐛𝐨𝐭𝐬 → Customer support bots (24/7 with 𝐑𝐀𝐆 knowledge base) → Lead qualificaEon & rouEng bots →𝐀𝐈 𝐯𝐨𝐢𝐜𝐞 𝐜𝐚𝐥𝐥𝐢𝐧𝐠 𝐚𝐠𝐞𝐧𝐭𝐬 (𝐑𝐞𝐭𝐞𝐥𝐥 𝐀𝐈, 𝐕𝐀𝐏𝐈, Bland AI) 𝗖𝗥𝗠, 𝗪𝗲𝗯 𝗔𝗽𝗽𝘀 & 𝗗𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱𝘀 → GoHighLevel setup: funnels, pipelines, SMS & AI callers → Custom web apps (React, Supabase, Google Apps Script) → Power BI, MicrosoE Fabric & Looker dashboards 𝗢𝗽𝗲𝗻𝗰𝗹𝗮𝘄 𝗔𝗶 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 → AI agents for lead generation, qualification & outreach → Autonomous task execution (emails, browsing, data collection) → Smart follow-ups & conversation handling (multi-channel) → Document processing (summarization, extraction, insights) → End-to-end workflow automation with decision-making AI 𝗥𝗘𝗖𝗘𝗡𝗧 𝗣𝗥𝗢𝗝𝗘𝗖𝗧𝗦 ✅ AI voice assistant for a medical office (Azure OpenAI, German/Swiss-German) ✅ MulE-client AI markeEng SaaS for law firms: n8n + Supabase + React, AI call scoring + ad-plaDorm data brains ✅ PredicEve healthcare audit system above an EMR: OCR referral intake, eligibility checks, claims & auto-appeals (dermatology pracEce) ✅ AI virtual fitness trainer MVP: 3D avatar + computer-vision pose correcEon, built for a startup investor raise ✅ Lumber distributor: Google Sheets → web app for inventory, orders & customer reporEng ✅ eFoil distributor: full order-lifecycle automaJon for 65+ EU dealers (Google Apps Script) ✅ AI agent qualifying 200+ leads weekly + OpenClaw mulE-agent installs 𝗧𝗘𝗖𝗛 𝗦𝗧𝗔𝗖𝗞 Workflow: 𝗻𝟴𝗻, 𝗠𝗮𝗸𝗲.𝗰𝗼𝗺, 𝗭𝗮𝗽𝗶𝗲𝗿 AI/LLM: 𝗢𝗽𝗲𝗻𝗔𝗜, 𝗖𝗹𝗮𝘂𝗱𝗲, 𝗟𝗮𝗻𝗴𝗖𝗵𝗮𝗶𝗻, LangGraph, Crew AI Voice AI:𝗥𝗲𝘁𝗲𝗹𝗹 𝗔𝗜, 𝗩𝗔𝗣𝗜,, Bland AI, ElevenLabs CRM: 𝗚𝗼𝗛𝗶𝗴𝗵𝗟𝗲𝘃𝗲𝗹, HubSpot Web & Data: React, Supabase, PostgreSQL, Airtable, NoEon Dashboards & BI: 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜, 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗘 𝗙𝗮𝗯𝗿𝗶𝗰, Tableau, Looker 𝗪𝗛𝗬 𝗠𝗘 ✅ 300+ projects delivered | $100K+ earned ✅ I own the full process → strategy → build → deploy ✅ From spreadsheets to AI: I speak data AND AI ✅ Quick replies, clear docs, no chasing ✅ EST working hours, fluent English, meeEngs & async both work 𝗥𝗲𝗮𝗱𝘆 𝘁𝗼 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲? 𝗦𝗲𝗻𝗱 𝗺𝗲 𝘆𝗼𝘂𝗿 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗰𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 𝗮𝗻𝗱 𝗜 𝘄𝗶𝗹𝗹 𝗺𝗮𝗽 𝘁𝗵𝗲 𝗳𝗶𝘅.

AI Agent Developer | LLM Automation Specialist Summary I build AI agents and LLM automation systems for businesses. I specialize in AI agents that work, RAG systems that retrieve accurate information, and FastAPI backends that handle production workloads. What I Build: AI Agents I develop AI agents using LangChain and LangGraph. These AI agents handle multi step workflows, use tools intelligently, and make decisions based on your business logic. My AI agents integrate with your existing systems through APIs. RAG Systems I build RAG systems that search through your documents, knowledge bases, and PDFs to provide accurate answers with source citations. My RAG systems use vector databases like FAISS and ChromaDB, and I implement Graph RAG with Neo4j when you need relationship based search. LLM Automation I create LLM automation pipelines that process requests at scale. I work with OpenAI GPT 4, Claude, LLaMA, and Mistral models. I build streaming responses, async processing with Celery and Redis, and structured outputs using Pydantic schemas. FastAPI Backends I develop FastAPI backends for AI applications. I handle authentication, rate limiting, async task queues, WebSocket streaming, and Docker deployments. I deploy on AWS EC2, Runpod, and other cloud platforms. Technologies I Use Daily: LangChain and LangGraph for AI agent orchestration OpenAI GPT 4, GPT 5, Claude, LLaMA 3, Mistral, Qwen 3 for LLM integration Neo4j for Graph RAG, FAISS and ChromaDB for vector search FastAPI and Flask for production APIs Celery and Redis for background job processing Docker, Singularity / Apptainer for containerization AWS, Azure, Runpod for cloud deployment PyTorch and HuggingFace for model fine tuning PostgreSQL, MySQL, Neo4j for databases Recent AI Agent Projects: Graph RAG Assistant with Multi Agent System Built an AI agent system that reads PDFs with OCR fallback, stores information in Neo4j graph database, and answers complex questions using specialized AI agents. The system routes queries intelligently and streams responses in real time using FastAPI and Server Sent Events. Content Evaluation and Rewriting Pipeline Created an AI agent pipeline using LangGraph that scores content quality, checks facts, evaluates SEO, generates rewrite plans, and executes improvements. Multiple AI agents work together with structured outputs and step by step logging. Database Query AI Agent Developed an AI agent that translates natural language into SQL queries using LangChain. Users ask questions in plain English, the AI agent generates SQL, queries PostgreSQL or MySQL databases, and returns insights. Built with LLaMA 3 and OpenAI GPT models. Video Processing API with GPU Acceleration Built a FastAPI backend on AWS EC2 with Nvidia T4 GPU. Handles video uploads to S3, processes videos asynchronously using Celery and Redis, and auto scales based on workload. My Background: I have 6 years of experience in machine learning and AI development. I have trained deep learning models on thousands of GPUs using Horovod and DeepSpeed. I have built reinforcement learning systems, graph neural networks, and transformer models for time series forecasting. I also fine tune LLM models using LoRA and QLoRA for domain specific tasks, create custom embeddings, and optimize inference performance. How I Work: I start by understanding your use case and defining what success looks like. I build a working prototype first so you can see results quickly. I add logging and monitoring early. Then I optimize for production with error handling, rate limiting, retries, and proper deployment setup. I document my code, write tests for critical paths, and provide deployment instructions. What You Get: Clear communication throughout the project Working code delivered on schedule Production ready FastAPI backends Well documented AI agent systems Deployment support and handoff guidance If you need AI agents, RAG systems, LLM automation, or FastAPI backends, send me your requirements. I will propose a clear solution and timeline.