With over 10 years of professional experience, including 6 years as a Python Developer and 4 years specializing in AI/ML, I bring a wealth of technical expertise and innovative thinking to every project. My focus lies in delivering cutting-edge AI solutions that redefine efficiency, enhance decision-making, and unlock new possibilities for businesses. Specializing in Generative AI (GenAI), I have deployed state-of-the-art models like GPT, LLaMA, and BERT to develop tools that simplify workflows, create meaningful insights, and power next-generation applications. Whether it's building intelligent chatbots, predictive analytics systems, or AI-powered automation solutions, I ensure every deliverable is tailored to the client’s unique needs. My experience spans diverse industries, including fintech, healthcare, e-commerce, and crypto, where I have consistently designed and implemented domain-specific AI solutions. From predictive fraud detection in banking to healthcare diagnostics using NLP models, I excel at addressing complex challenges with innovative strategies. 🌟 Core Competencies: ✔️ Generative AI Expertise: I have fine-tuned and deployed GPT models for conversational AI, adaptive content creation, and dynamic data analysis, delivering tangible business outcomes. ✔️ AI/ML Development: Leveraging frameworks like TensorFlow, PyTorch, and Scikit-learn, I build high-performance machine learning systems that drive intelligent automation. ✔️ Cloud-Native AI Solutions: My expertise includes deploying AI models on AWS, Google Cloud, and Azure, ensuring scalability, reliability, and high availability. ✔️ Web Scraping & Data Automation: I specialize in advanced scraping techniques using Selenium, Scrapy, and API integrations, delivering precise data for actionable insights. ✔️ Natural Language Processing: With tools like Hugging Face and LangChain, I create tailored NLP workflows for applications in sentiment analysis, text summarization, and intelligent chatbots. 💼 Technology Stack: I bring a comprehensive technology stack, ensuring robust and scalable solutions: ✔️ Languages: Python (3.x, 2.7), SQL, JavaScript, HTML/CSS, YAML, Markdown. AI/ML & Generative AI: TensorFlow, PyTorch, Hugging Face Transformers, LangChain, GPT (ChatGPT), BERT, T5, LLaMA, Scikit-learn, OpenCV, Dialogflow, LoRA, PEFT, NLTK, SpaCy. ✔️ Frameworks: Django, Flask, FastAPI, Streamlit, Tornado, DRF. ✔️ Libraries & APIs: OpenAI API, REST APIs, SQLAlchemy, Selenium, Scrapy, BeautifulSoup, Multiprocessing, Celery, Alembic. ✔️ Databases & Storage: MySQL, PostgreSQL, MongoDB, Redis, Cassandra, DynamoDB, AWS S3, Google Cloud Storage, BigQuery. ✔️ Cloud Platforms: AWS (EC2, SageMaker, Lambda), Google Cloud (BigQuery, Cloud Functions), Azure ML Studio. ✔️ Visualization & Analytics: Tableau, Power BI, Looker, Matplotlib, Plotly, Streamlit. ✔️ Development Tools: Docker, Kubernetes, Jupyter, Google Colab, VS Code, PyCharm. ✔️ Project Management & Collaboration: JIRA, Trello, Slack, Confluence. 🏆 Key Achievements: ✔️ In fintech, I developed fraud detection systems and predictive analytics platforms, optimizing security and decision-making processes for clients. ✔️ For healthcare, I created NLP-driven diagnostic tools and pre-annotation systems, integrating AI into clinical workflows for enhanced accuracy and efficiency. ✔️ In e-commerce, I designed AI-powered chatbots that transformed user interactions, increasing customer satisfaction and retention rates. ✔️ My web scraping expertise enabled clients to extract structured data for business intelligence, enhancing operational efficiency. ✔️ Leveraging Generative AI, I automated content creation for marketing and operational workflows, delivering high-quality results at scale. 🚀 Why Work With Me? I am passionate about harnessing the power of AI to solve real-world problems. My commitment to lifelong learning ensures I stay on the cutting edge of technological advancements, empowering me to deliver transformative solutions tailored to your business. Collaboration is at the heart of my work ethic. By understanding your vision and aligning it with actionable strategies, I aim to exceed expectations and build innovative, high-performing applications that stand out in today’s competitive landscape. Let’s collaborate to transform your ideas into intelligent AI solutions. Reach out, and let’s create something exceptional together!

⭐️⭐️⭐️⭐️⭐️ “Nicolas was quick & helpful and got the job done.” ⭐️⭐️⭐️⭐️⭐️ “Great work and very professional!” 𝗪𝗲𝗹𝗰𝗼𝗺𝗲! I specialize in business automation, helping teams reduce manual work and streamline operations. ✅ Business process automation and workflow optimization ✅ Excel and Google Sheets automation (macros/VBA in Excel, Apps Script in Google Sheets) ✅ Python automation ✅ API integrations and system automation: Meta/Google/TikTok Ads, CRMs, payment systems, any API ✅ LLM-based automation and AI workflow integration 𝗛𝗮𝘃𝗲 𝗮 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗶𝗻 𝗺𝗶𝗻𝗱? Let's chat about how I can help.

Is your AI agent a production system or a fragile demo? Most AI agent projects collapse the moment they hit real traffic. 🏆 20+ years architecting production systems at principal engineer level 📊 $100K+ earned on Upwork across 32 architecture projects 🎯 100% Job Success Score, Top Rated Plus on Upwork ⚡ Built an MCP server connecting AI agents to live financial operations on Solana 💼 CEO at Osambit, a 20-person AI agent engineering team ✅ Enterprise Blockchain Architect certified, former Sr Principal Engineer at Nordstrom ⭐⭐⭐⭐⭐ "We've had the opportunity to collaborate with the Osambit team, and it's been a great experience. They're highly professional, responsive, and truly understand the final goal. Their technical expertise and ability to deliver on time have been key to the success." (Alwyn V., IXO World) As an AI Agent Architect with 20+ years of production engineering experience, I build AI agent systems using LangGraph, LangChain, and MCP that run in production, not prototypes that die in demos. Every AI agent project I take on starts with a decision graph - what the AI agent handles autonomously, what escalates to a human, and where it fails safely. That architecture-first approach is why my AI agent systems survive real traffic while cheaper builds collapse on edge cases. 🔶 IXO World (AI agent architecture): full-time Q4 2024 engagement | delivered on time | team collaboration verified by client testimonial above 🔶 Meteora + proprietary DLMM protocol (AI agent + DeFi automation): $81K engagement | MCP server linking AI agents to live trading operations | real-time autonomous execution with human-in-the-loop safeguards 🔶 Roover.AI (AI agent system architecture): intelligent B2B2C roof estimation platform | multi-modal RAG pipeline design | production deployment 🔶 Nordstrom (Sr Principal Engineer, 5 years): architected 9+ enterprise systems | supported 10 offshore engineering teams | supply chain, payment, logistics domains WHAT I DO ✅ AI Agent Architecture: decision graph design, multi-step workflow orchestration, human-in-the-loop control for every AI agent system ✅ LangGraph & LangChain Systems: production AI agent pipelines with state management and tool connectivity ✅ MCP Server Development: Model Context Protocol servers connecting AI agents to real business systems ✅ RAG Pipelines: retrieval-augmented generation grounding LLM answers in your knowledge base ✅ Multi-Agent Orchestration: CrewAI, LlamaIndex, and custom AI agent orchestration for complex agentic AI workflows ✅ AI Agent Security Hardening: prompt injection defense, data leakage prevention, auditability ✅ LLMOps & Production Deployment: tracing, observability, evaluation frameworks, regression testing for AI agent systems ✅ OpenAI & Claude API Integration: enterprise-grade AI agent integration with cost, latency, and failure-mode management WHO I WORK WITH 🎯 B2B and B2C companies building AI agent products, not one-off assistant setups 🎯 Founders and CTOs who need AI agent systems running in production with real users 🎯 Teams with multi-week engagements (4+ weeks minimum), not 5-minute tasks 🎯 Companies that understand AI agent architecture is a design problem, not a prompt problem 🎯 Clients who value senior engineering judgment over the cheapest hourly rate MY PROCESS 1️⃣ Architecture Review: 24-hour turnaround on a decision graph, failure-mode map, and scope estimate for your AI agent project 2️⃣ Design: AI agent flow specification, tool boundaries, escalation rules, evaluation plan 3️⃣ Build: production AI agent system with observability, security, and regression tests from day one 4️⃣ Deploy & Iterate: staged rollout, LLMOps monitoring, iterative refinement of the AI agent based on real usage Send me a message or invite me to your AI agent project. Free 24-hour AI agent architecture review available - no commitment required.

Python Trading Infrastructure Engineer | Exchange Connectivity | Backtesting | Live Execution | GMT+7 I build the infrastructure that makes trading strategies actually work in production: exchange connectors, real-time data pipelines, backtesting engines, and live execution systems. My background is in trading systems engineering, not strategy development. I don't generate alpha, I validate it and build the systems that execute it reliably, fast, and correctly. If you have a strategy that needs to be automated, backtested properly, or connected to a live exchange, that's what I do. ▶ TECHNICAL EXPERTISE ◀ • Exchange connectivity: Binance, ByBit, Coinbase, OKX, Bitget, Interactive Brokers (IBKR TWS) • Trading frameworks: Hummingbot (top-10 OSS contributor) | NautilusTrader | QuantConnect • CEX and DEX connectivity | WebSocket market data | REST order management • Backtesting engines: correctness, performance optimization, realistic fill simulation • Prediction markets: Kalshi, Polymarket • Languages: Python, Cython, C++ • Low-latency optimization: asyncio profiling, network tuning, thread isolation • Strategy types supported: arbitrage, market-making, trend-following, mean-reversion, grid bots • Data: NumPy, Pandas, Dask, Parquet, PostgreSQL ▶️ WHY CHOOSE ME ◀️ 8+ years building trading systems professionally, including 2 years at CoinAlpha (Hummingbot, top-10 OSS contributor), ongoing freelance work across crypto, equities, and prediction markets. Georgia Tech M.S. Computer Science, 3.8 GPA. Top Rated on Upwork, 5-star rating. Keywords : Hummingbot, Nautilus Trader, NautilusTrader, Backtesting, Optimization, Latency, Quant, Interactive Brokers, IB, IBKR, TWS, Lean, Quantconnect, Quant Connect, QuantConnect, Trader, Indicator, ForEx programmer, code an Indicator, Python, C++, Cython, Automated Strategy, Quant Dev, Historical Data, Strategy Analysis, Performance Analysis

⭐ Expert-Vetted Top 1% AI Developer on Upwork ⭐ I help businesses overcome inefficiencies and scale through AI innovation With 10+ years of experience building high-throughput systems for startups and enterprises, I specialize in production-grade AI applications designed for reliability, scalability, and real-world usage. I build systems that handle real users, real traffic, and critical business workflows — without breaking under scale. What I Do Best - Build AI chatbots, voice agents, and LLM-powered applications ready for production - Design automation workflows connecting calls, messaging, CRMs, and business systems - Optimize latency, performance, and infrastructure for scalable AI deployment - Own the full stack end-to-end — backend, frontend, infrastructure, and production rollout 🧠 Core Expertise AI, LLMs & Voice Systems - LLMs: OpenAI (GPT-4/4o), LLaMA 3, Mistral, Mixtral - Fine-tuning: LoRA, QLoRA, PEFT, DPO, RLHF - RAG pipelines with Pinecone, FAISS, Weaviate - AI Agents & Voice AI: CrewAI, AutoGen, Deepgram, Amazon Polly - Text-to-Speech, Speech-to-Text, low-latency voice agents Backend, Automation & APIs - Python (FastAPI, Flask, Django) - Node.js, Golang (high-performance services) - Workflow automation using APIs, webhooks, background jobs - Secure REST APIs, auth, rate-limiting, integrations Full-Stack & Cloud - React.js, JavaScript - Docker, Kubernetes, CI/CD - AWS, GCP, Azure, DigitalOcean - Scalable AI deployment & inference optimization (vLLM, quantization) 📌 Typical Projects I Handle - AI Chatbots & LLM-based applications - AI Voice Agents (inbound / outbound, low latency) - LLM fine-tuning & RAG systems - Automation workflows (calls, SMS, email, CRM sync) - API development & third-party integrations - Data pipelines, scraping & processing - Production deployment, optimization & monitoring ✅ Why Clients Hire Me Execution-focused – I build and ship, not just advise Production mindset – reliability, performance, scalability Clear communication – no buzzwords, no confusion Ownership – I treat systems like a real product, not a task Warm regards, Ashutosh

💎 Top Rated Plus | 🚀 100% Job Success Score 💪 12+ Years of Experience| 🎯 550+ Successful Projects | 💼 Upwork Skill Certified "My deliverable is not the product/service but your satisfaction with it" Bringing cutting-edge AI and algorithmic trading strategies to life, I am your go-to expert for innovative tech solutions. From GPT-4 and ChatGPT applications to advanced quantitative analysis including Algorithmic Trading and Data Science, reach out to me for unparalleled project advice. With a knack for developing sophisticated algorithms and creating fully automated apps, I specialize in transforming complex problems into elegant, efficient system. My expertise includes: - Creation of robust Algorithmic Trading Systems with seamless broker (Interactive Brokers, Zerodha, MT5, Alpaca and any other) integration - Mastery in AI chatbot development with GPT-4, ChatGPT, and other large language models - Comprehensive model development for Machine Learning and Deep Learning - Streamlined order execution via Telegram and advanced QuantConnect algorithms - In-depth experience with financial modeling and quantitative derivatives valuation

𝐋𝐞𝐭’𝐬 𝐌𝐚𝐤𝐞 𝐀𝐈 𝐖𝐨𝐫𝐤 𝐟𝐨𝐫 𝐘𝐨𝐮, 𝐍𝐨𝐭 𝐭𝐡𝐞 𝐎𝐭𝐡𝐞𝐫 𝐖𝐚𝐲 𝐀𝐫𝐨𝐮𝐧𝐝 Hi, I’m Shreeram, a specialist in AI automation and workflow optimisation for founders, startups, and scaling businesses. I help organisations turn complexity into clarity by building smart, reliable automation using the latest no-code tools and AI agents. 𝗪𝗵𝗮𝘁 𝗜 𝗗𝗼: • AI Agents: I design and deploy intelligent agents that take care of repetitive tasks, deliver real-time insights, and power up your decision-making. • Retrieval-Augmented Generation (RAG): Unlock smarter search and advanced NLP for your business, making information accessible and actionable. • Workflow Automation: Streamline your operations with robust automations built on platforms like Make.com, Relevance AI, and n8n, no big dev teams needed. • End-to-End AI Solutions: From model design to deployment and optimisation, I deliver scalable, cloud-based systems that grow with your business. 𝗔 𝗙𝗲𝘄 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝗜’𝘃𝗲 𝗕𝘂𝗶𝗹𝘁: • Competitor Analysis Agent delivering real-time insights in Slack • LinkedIn Lead Agent for targeted, automated outreach • Email Agent that categorises and drafts custom replies • Real Estate Bot for 24/7 bookings and chat 𝗪𝗵𝗼 𝗜 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵: • I partner with ambitious founders and teams who want to: • Automate workflows and save time • Streamline operations without technical headaches • Use AI to unlock new growth and smarter decision-making 𝗪𝗵𝗮𝘁 𝗪𝗲 𝗖𝗮𝗻 𝗕𝘂𝗶𝗹𝗱 𝗧𝗼𝗴𝗲𝘁𝗵𝗲𝗿: • LinkedIn job scraping and CRM-ready outreach • AI-driven re-engagement for old leads • Custom workflow automations tailored to your business 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: • Python, Django, React • AWS, TensorFlow, PyTorch, Keras • NLP tools: NLTK, spaCy, Dialogflow, Rasa • No-code automation: Make.com, n8n, Relevance AI 𝗪𝗵𝘆 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲? • 5+ years of hands-on experience in AI automation and workflow design • Proven track record delivering high-quality, production-ready AI solutions • Clear, jargon-free communication and reliable project management • Deep focus on building systems that are easy to use, maintain, and scale If you’re curious about what AI automation can do for your business, but aren’t sure where to start, let’s connect. I’ll guide you through the process, from idea to launch, with clarity and results. 𝗥𝗲𝗮𝗱𝘆 𝘁𝗼 𝗲𝘅𝗽𝗹𝗼𝗿𝗲? Press “𝐈𝐧𝐯𝐢𝐭𝐞” or “𝐌𝐞𝐬𝐬𝐚𝐠𝐞” at the top of my profile, and let’s chat!

Need a full-stack developer who ships AI-powered SaaS products end-to-end , not just code, but working software in production? I've delivered $50K+ across 25+ projects on Upwork with a 100% Job Success Score and Top Rated Plus status. I work at the intersection of full-stack engineering and AI development , building React/Next.js frontends, Node.js/NestJS backends, and production AI systems (agents, RAG pipelines, voice bots) as a single integrated product. You get one engineer who owns the full delivery: architecture, execution, and deployment. No handoffs, no gaps. Here's what I build: ✦ Full-stack web apps , React, Next.js, TypeScript, Node.js, NestJS, PostgreSQL, Supabase ✦ AI agents & automations , LangChain, LangGraph, OpenAI, Anthropic Claude, n8n, Make, Zapier ✦ SaaS platforms , multi-tenant architecture, Stripe payments, auth, role-based access ✦ RAG knowledge bases & voice bots , Pinecone, Weaviate, ElevenLabs, VAPI ✦ Mobile apps , React Native iOS with offline sync and real-time data ✦ Cloud & DevOps , AWS, GCP, Docker, Kubernetes, CI/CD pipelines I've shipped across healthcare, field operations, e-commerce, HR, logistics, and music platforms. ✅ Top Rated Plus — top 3% of Upwork talent ✅ $50K+ delivered with a 100% Job Success Score ✅ 25+ production projects from MVP to scaled SaaS ✅ AWS Certified Cloud Practitioner ✅ Built AI systems handling 24/7 automated support, competitor intelligence, and real-time applicant evaluation for clients across the US and Australia If you want a calm, reliable full-stack + AI engineer who takes ownership from idea to production , send me a message. I respond within a few hours and can usually scope your project the same day. Best, Abu

Hello Hassan expert AI/ML Solutions, Deep Learning, NLP, Computer Vision (TensorFlow, PyTorch, OpenCV, Scikit-learn) Machine Learning, Generative AI Modeling, LangChain, Vector Databases, Llama Index (e.g., FAISS, Pinecone, Weaviate), Data Processing, OCR (Optical Character Recognition), REST API, Development, Document Parsing (docx, PDF, XLSX) 🕰️ Available in anytime zone 🥇 Certified Developer 🌟 6+ Years of Experience ⭐️ Top Rated with a 100% Job Success 📞 Availability: 40 hours per week 🔹Full-Stack Web Development– Python (Django, Flask), FastAPI, RESTful API Design 🔹Node.js, Nest.js, react.js,Redux.js Next.js Javascript 🔹Cloud & DevOps– AWS (ECS, S3, Lambda, RDS), Azure, GCP, Docker, Kubernetes 🔹Web Scraping & Automation – Scrapy, Selenium, BeautifulSoup 🔹Database Engineering – PostgreSQL, MongoDB, SQLite, Firebase Your project deserves more than just code, it needs a high-performing, scalable, and user-friendly solution that grows with your business. If slow systems, inefficient workflows, or clunky interfaces are holding you back, I can help turn things around with modern, technology. 𝐌𝐲 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: 🔹 Python (Django, Flask, FastAPI), 🔹 RESTful & GraphQL API development 🔹 Microservices architecture and serverless computing 🔹 Background task processing (Celery, Redis Queue) 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: 🔹 React.js, Next.js, TypeScript 🔹 State management (Redux, Zustand, Recoil) 🔹 Responsive UI design with Tailwind CSS, Material-UI 🔹 Component-based architecture & performance optimization 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭: 🔹 Relational: PostgreSQL, MySQL, SQLite (query optimization, indexing) 🔹 NoSQL: MongoDB, Redis, Firestore 🔹 Database scaling, sharding, and replication strategies 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐯𝐎𝐩𝐬: 🔹 AWS (EC2, S3, RDS, Lambda, CloudFront), GCP, DigitalOcean 🔹 CI/CD pipelines (GitHub Actions, GitLab CI, Jenkins) 🔹 Containerization & orchestration (Docker, Kubernetes) 🔹 Infrastructure as Code (Terraform, CloudFormation) 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞: 🔹 Event-driven systems and real-time data processing (WebSockets, Kafka) 🔹 API gateway, caching strategies (Redis, Memcached) 🔹 Load balancing, rate limiting, and auto-scaling 🔹 Authentication & authorization (OAuth, JWT, RBAC, SSO) 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 & 𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: 🔹 Secure coding practices (OWASP, API security best practices) 🔹 SQL injection prevention, XSS & CSRF mitigation 🔹 Profiling & optimizing application performance (New Relic, Prometheus, Grafana) I emphasize clean, maintainable code following SOLID principles, and implement TDD, unit testing, and integration testing to ensure scalability, security, and reliability. 🏆 𝐍𝐨𝐭𝐚𝐛𝐥𝐞 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: ✅ Plant Leaf disease Detection app. ✅ Stock Market Predictive Analysis. ✅ Dog Breed Detection app. ✅ Event Detection in news live Video. ✅ Location Detection from Instagram Story Video. ✅ Traffic Signal Detection – AI-powered recognition for autonomous vehicles. ✅ License Plate Recognition – Security & tracking solution with OCR. ✅ Face Authentication System – Real-time detection & spoof prevention. ✅ AI Lip-Syncing (Wav2Lip) – Video synchronization with speech input. ✅ Skin Cancer Detection – AI-based medical imaging analysis. ✅ Invoice Processing – Automated data extraction via OCR & NLP. ✅ Handwriting Recognition & Assessment – AI grading for exams. ✅ Hugging Face LLM Optimization – Fine-tuning advanced language models. 🤝 𝐖𝐡𝐲 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞? 🔹 Strong communication & collaboration skills 🔹 Proven expertise in AI/ML, cloud, and scalable software solutions 🔹 On-time delivery with a focus on quality & innovation 💡 𝐆𝐨𝐭 𝐚 𝐩𝐫𝐨𝐣𝐞𝐜𝐭 𝐢𝐝𝐞𝐚? 𝐋𝐞𝐭’𝐬 𝐭𝐮𝐫𝐧 𝐢𝐭 𝐢𝐧𝐭𝐨 𝐚 𝐬𝐮𝐜𝐜𝐞𝐬𝐬 𝐬𝐭𝐨𝐫𝐲 🚀 Best regards, Hassan Ikram

Hey! I'm Mike, top 1% AI developer and machine learning engineer. In short, you’ve found your best AI partner, I helped more than 200 companies in fintech, healthcare, real estate and e-commerce to scale faster without scaling headcount. Want to start small? Book a consultation to see how I can turn your missed opportunities into revenue. Working with me means you’ll go away with revenue ready and production grade AI systems for SaaS, healthcare, real estate and fintech businesses. What I build: ✅ AI Agents & AI Chatbots – Python-based chatbot development with conversational AI that connects to your CRMs, APIs, and internal tools. Real automation, not just chat interfaces. MCP integration. Whether you need a sales agent, support bot, or an AI agent handling complex multi-step workflows — I build systems that actually work. ✅ AI Voice Bots – Phone agents for restaurants, hospitality, and service businesses. 24/7 availability with reservation and support capabilities. ✅ LLM RAG Systems – Machine learning-powered document search for contracts, knowledge bases, and internal data. Built on retrieval-augmented generation (RAG) for accurate, grounded answers from your own data. ✅ AI Co-pilots – Internal tools for finance, operations, and customer support teams. Think GPT-4-powered assistants with prompt tuning tailored to your workflows. ✅ SaaS AI Products & MVPs – Full stack AI developer expertise from architecture to first paying users. Complete web developer capabilities for end-to-end AI applications. I handle everything from full stack app architecture and REST API design to frontend builds in React and Next.js — so you get a complete product, not just a backend. ✅ Machine Learning Solutions – Time series forecasting, recommendation engines, fraud detection, and data science implementations. Recent case studies: - AI Healthcare Recommendation Engine – Python-based machine learning system helping UK patients search, compare, and book medical services by price, location, and availability. - AI CFO for Small Businesses – AI chatbot that connects to financial tools, surfaces insights, and runs business scenarios automatically. A great example of what a skilled AI developer can deliver for finance teams. - AI Travel Concierge – Multi-step AI agent handling flight/hotel search with business logic and booking-ready outputs. Built by an experienced chatbot developer with deep knowledge of conversational AI flows. - Restaurant AI Voice Bot – 24/7 phone AI agent built with Python that handles reservations via API, reducing missed calls. - AI Document Analysis (Legal/Mortgage) – Machine learning pipeline that reads complex documents, extracts data, and flags issues for compliance. Tech Stack: ✅ AI & Machine Learning OpenAI (GPT-4/4o/o1/o3), Claude, Gemini, LangChain, LlamaIndex, LangGraph, RAG, LLM RAG, MCP, vector databases ✅ Python Development Python, FastAPI, scikit-learn, pandas, NumPy, PyTorch/TensorFlow for machine learning. I write clean, well-structured Python code that's easy to maintain and scale — not the kind of spaghetti scripts you inherit from someone's side project. From Python scripting and automation to building full Python backends with async support and proper error handling, this is where most of my work lives. ✅ Chatbot Development & Voice AI Conversational AI, AI agents, chatbot developer tools, prompt tuning, Twilio, VAPI, Ultravox, WhatsApp, Telegram, web chat widgets ✅ Full Stack & Web Development Python backend, Node.js, React, Next.js, REST APIs, Stripe integration. I'm comfortable owning the full stack — database schema, backend logic, API layer, and a clean frontend. Whether it's a full stack web app from scratch or plugging AI into an existing product, I can take it from Figma to deployed. That includes full stack integrations with third-party tools, auth flows, dashboards, and anything else that makes a product actually shippable. ✅ Data Science & ML Time series analysis, recommendation systems, fraud detection, analytics dashboards (Streamlit, Dash) ✅ DevOps & Cloud Docker, AWS, GCP, CI/CD pipelines for AI products ✅ Security & Compliance GDPR-friendly architectures, PII handling, on-prem/VPC deployments for enterprise Not sure where to start? Book a consultation and let's turn your AI idea into reality! 100% job success. See client reviews!