Full-stack by foundation, AI by conviction. I was building machine learning systems back when it required more math than marketing - 17+ years in software development, 5+ years as a hands-on AI engineer and AI developer.🇺🇦 I'm a CTO-level AI engineer, machine learning architect, and software architect with a perfectionist's attention to detail. My team of AI engineer, AI developer, data scientist, and web developer delivers full-cycle AI App Development and Web Development - from early MVPs to enterprise platforms. Need an AI chatbot developer, an AI integration specialist, a software engineer, a Python developer for ML pipelines, or a data scientist with real machine learning depth? We've done it - properly. 𝗪𝗵𝗮𝘁 𝘄𝗲 𝗯𝘂𝗶𝗹𝗱 𝗮𝘀 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀: ✅ AI App Development - LLM-powered apps, RAG pipelines, AI bot and AI chatbot solutions ✅ AI Agent Automation, autonomous ai agent builder, ai agent creator and agentic workflows (LangChain, CrewAI) ✅ AI Integration - AI model integration and API integration into your existing systems ✅ AI Chatbot Developer services - intelligent bots, NLP systems, multilingual AI chatbot products ✅ AI Automation n8n - ai agent n8n workflow orchestration, data scraping, pipeline automation with n8n ✅ Computer Vision - OpenCV, CNN architectures, image recognition and processing systems ✅ Machine Learning & Data Science - model design, training, optimization, production deployment ✅ Web & Back-End Development - React, Node.js, Python, PHP, Java; RESTful & GraphQL API integration ✅ MVP / PoC - custom, low-code, no-code; discovery, UI/UX, QA, project management 𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗰𝗵𝗼𝗼𝘀𝗲 𝘂𝘀: As AI developer and AI engineer, we don't just integrate tools - we architect solutions. Whether it's a custom AI chatbot developer engagement, a complex AI integration project, or a full AI App Development cycle, our AI engineering team brings senior-level ownership to every project. Every AI app developer on our team treats your product like their own. From AI integration strategy to deployment - we own it end to end. 🧬 𝗖𝗼𝗿𝗲 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲: - Machine learning, deep learning (PyTorch, TensorFlow), Python machine learning systems - Natural Language Processing, computer vision (OpenCV, CNN), RAG pipelines - AI Agent Development, AI App Development, and AI chatbot development for production - Data scientist and data analyst workflows; quant machine learning for FinTech - AI Integration and API integration - robust RESTful / GraphQL API development - n8n automation, cloud infrastructure (AWS, Docker, Kubernetes) Our team includes senior AI engineer and specialists with machine learning PhD backgrounds. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: Python · PyTorch · TensorFlow · Scikit-Learn · LangChain · open ai developer · React · Vue · Angular · Node.js · Java · PHP (Laravel) · ASP.NET · PostgreSQL · MongoDB · ElasticSearch · AWS · Docker · Kubernetes · n8n 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀: FinTech & quant ML · e-Learning · Fantasy sports & gaming · e-Commerce · Media & Entertainment · EcoTech · PropTech · Cybersecurity 𝗧𝗵𝗶𝘀 𝗽𝗿𝗼𝗳𝗶𝗹𝗲 𝗳𝗶𝘁𝘀 𝗶𝗳 𝘆𝗼𝘂'𝗿𝗲 𝗹𝗼𝗼𝗸𝗶𝗻𝗴 𝗳𝗼𝗿: AI engineer · AI developer · AI chatbot developer · AI integration specialist · API integration specialist · machine learning engineer · data scientist · computer vision engineer · Python developer · web developer · AI agent developer · n8n automation expert · LangChain developer · AI bot developer · OpenAI developer · prompt engineer · agentic AI developer · AI Automation make · AI Prompt Engineer · AI Model · ML · LLM · ai machine learning trading · machine learning time series · airtable integration · ai api integration · software engineer · ai Lead Generation · social media marketing automation · etsy marketing · business development · pinterest marketing · sales agent · ai automationai developer · ai data engineer · ai engineer rag nlp · ai prompt engineering · ai saas developer · airtable automation · app developer with ai · bolt ai developer · computer vision machine learning · airtable integration 👉 Check the portfolio and selected projects below.

If your business is still running on manual follow-ups, missed calls, half-finished AI tools, or disconnected workflows - you don't have a technology problem. You have a systems problem. I fix that. I build production-ready AI automation systems and intelligent AI agents that eliminate manual bottlenecks, capture every lead, and run your operations around the clock without human intervention. ━━ WHAT I BUILD ━━ 🤖 AI Agents & Agentic Systems Multi-step AI agents built on Claude AI, OpenAI, and LLM frameworks that reason, decide, and act autonomously - from lead qualification to document processing to outbound outreach. 📞 Voice AI Agents (VAPI · Retell AI) Inbound and outbound voice agents that answer calls instantly, qualify leads, book appointments, and integrate directly with your CRM - for real estate, healthcare, dental, and service businesses, etc. 🔁 Workflow Automation (n8n · Make · Zapier) End-to-end automation pipelines connecting your CRM, email, calendar, WhatsApp, and data sources. n8n and Make multi-step workflows built for reliability, not demos. 💬 AI Chatbots & RAG Systems Custom-trained chatbots powered by Claude AI and RAG (Retrieval-Augmented Generation) that answer from your knowledge base, handle support, and escalate intelligently - deployed on your website, WhatsApp, or CRM. 📈 Lead Generation & CRM Automation Automated outbound SDR systems, AI-powered lead scoring, CRM enrichment, and follow-up sequences inside GoHighLevel (GHL), HubSpot, and Pipedrive. ⚡ Claude AI Workflows & Prompt Engineering Custom Claude AI operating systems, prompt engineering, LLM integrations, and AI-powered content pipelines. One of the few specialists building with Claude natively - not just wrapping it. ━━ MY TECH STACK ━━ n8n · Make · Zapier · Claude AI (Anthropic) · OpenAI · VAPI · Retell AI · GoHighLevel (GHL) · HubSpot · Supabase · Python · LangChain · Pinecone · Airtable · Notion · Twilio · WhatsApp Business API · Replit · Bubble io ━━ INDUSTRIES ━━ Real estate · SaaS · Healthcare · E-commerce · Financial services · Coaching & consulting · Legal · Dental practices ━━ HOW I WORK ━━ I don't build demos. I build production systems - documented, tested, and built to handle real volume without you babysitting them. Every delivery includes a handover so your team can maintain it. If you're done losing leads to slow follow-up and wasting hours on work a system should handle - send me a message. Let's build it.

Full Stack Developer (React/Next.js + Node.js/Python) — I build SaaS platforms and AI-powered products that scale from MVP to production, used by real users. 11+ years shipping for startups, agencies, and growing companies. I own the full stack — architecture, backend, frontend, integrations, deployment — so you get one accountable engineer instead of coordinating multiple specialists. WHAT I BUILD • SaaS platforms — multi-tenant, subscription/billing, enterprise-ready MVP to scale • AI products — LLM chatbots, RAG/semantic search, AI agents, automation workflows • CRMs & internal tools — custom dashboards, analytics, ops automation • Marketplaces — multi-vendor, complex permission/role structures • APIs & integrations — REST, GraphQL, third-party payments/messaging/AI FRONTEND React, Next.js (App Router & Pages Router), TypeScript, Tailwind/MUI/Styled Components. SSR/SSG/ISR, Core Web Vitals, SEO, Figma-to-pixel-perfect UI, accessible responsive layouts. BACKEND Node.js (Express, NestJS), Python (FastAPI, Flask). REST & GraphQL APIs, microservices, background workers/queues/cron, multi-tenant architecture. JWT/OAuth, RBAC, security hardening. AI/ML OpenAI (GPT-4/4o, embeddings), LLM-powered assistants, agent-based workflows, Pinecone/FAISS/Weaviate, prompt engineering, model integration for production use cases. DATA & INFRASTRUCTURE PostgreSQL, MySQL, MongoDB, Redis. AWS, DigitalOcean, Azure, Vercel, Docker. CI/CD (GitHub Actions, GitLab CI), monitoring/logging, HIPAA-aware builds. INTEGRATIONS Stripe/PayPal billing, WebSockets/real-time systems, CRM and analytics integrations. Clean code, clear communication, and systems built to scale — not get rewritten in a year. Message me with your project and I'll tell you straight whether it's a good fit. Updated July 12 2026

𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐢𝐧𝐠 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐑𝐞𝐚𝐝𝐲 𝐀𝐈: 𝐅𝐫𝐨𝐦 𝐑𝐀𝐆 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 𝐭𝐨 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐀𝐠𝐞𝐧𝐭𝐬 With 7+ years of experience, I bridge the gap between "standard AI" and "Autonomous Execution." I don't just build chatbots; I build 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 that handle complex business logic, reduce token costs, and execute real-world tasks. I specialize in integrating the latest open-source breakthroughs like 𝐎𝐩𝐞𝐧𝐂𝐥𝐚𝐰 (𝐟𝐨𝐫𝐦𝐞𝐫𝐥𝐲 𝐂𝐥𝐚𝐰𝐝𝐛𝐨𝐭) into traditional Enterprise AI stacks involving 𝐑𝐀𝐆, 𝐍𝐋𝐏, 𝐚𝐧𝐝 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧. 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 & 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 1. 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐀𝐠𝐞𝐧𝐭𝐬: Specialists in OpenClaw and Clawdbot for building "AI Employees" that can navigate file systems, manage browsers, and interact with messaging apps (WhatsApp/Telegram). 2. 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐑𝐀𝐆 & 𝐃𝐚𝐭𝐚: Implementation of GraphRAG and Agentic RAG to solve the "hallucination" problem in complex technical, legal, and medical documents. 3. 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: Designing "Digital Assembly Lines" using CrewAI, LangGraph, and AutoGen, where specialized agents collaborate to finish 10-step workflows. 4. 𝐒𝐦𝐚𝐥𝐥 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬 (𝐒𝐋𝐌𝐬): Optimizing high-volume tasks using Phi-3, Llama 3 (8B), and Mistral to cut API costs by up to 60%. 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐒𝐭𝐚𝐜𝐤 - 𝐀𝐠𝐞𝐧𝐭 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: OpenClaw (Clawdbot), LangGraph, CrewAI, AutoGen. - 𝐂𝐨𝐫𝐞 𝐀𝐈/𝐌𝐋: RAG Pipelines, NLP, LLM Fine-Tuning, Prompt Engineering. - 𝐋𝐋𝐌𝐬: GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro, Llama 3, DeepSeek. - 𝐕𝐞𝐜𝐭𝐨𝐫 𝐃𝐁𝐬: Pinecone, Milvus, Weaviate, Qdrant, Chroma. - 𝐎𝐩𝐬 & 𝐄𝐯𝐚𝐥: LangSmith, Arize Phoenix, Weights & Biases, Docker. 𝐑𝐞𝐜𝐞𝐧𝐭 𝐇𝐢𝐠𝐡-𝐈𝐦𝐩𝐚𝐜𝐭 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐎𝐩𝐞𝐧𝐂𝐥𝐚𝐰 𝐒𝐚𝐥𝐞𝐬 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐨𝐫: An autonomous agent that researches leads via web browsing and sends personalized outreach via Signal. 𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐆𝐫𝐚𝐩𝐡𝐑𝐀𝐆: A knowledge-retrieval system for 5,000+ technical manuals with 98% accuracy. 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐒𝐮𝐩𝐩𝐨𝐫𝐭 𝐁𝐨𝐭: A system where one agent triages, one researches the knowledge base, and one drafts the reply. 𝐑𝐞𝐚𝐝𝐲 𝐭𝐨 𝐦𝐨𝐯𝐞 𝐛𝐞𝐲𝐨𝐧𝐝 𝐛𝐚𝐬𝐢𝐜 𝐩𝐫𝐨𝐦𝐩𝐭𝐬? Let’s discuss how we can implement an 𝐎𝐩𝐞𝐧𝐂𝐥𝐚𝐰 strategy or a robust 𝐑𝐀𝐆 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞 to automate your specific business challenges.

🫡 Top-Tier Professionalism, Communication, and Reliability 🥇 The Top 1% of Talent - Expert Vetted - 100% Job Success ⚡ AI Engineer combining AI speed with 12 years of production experience to deliver premium code that ships fast and scales effortlessly. Currently have availability for 2 additional projects as of July 2026. 𝗜𝘀 𝘆𝗼𝘂𝗿 𝗔𝗜 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗳𝗮𝗶𝗹𝗶𝗻𝗴 𝘁𝗼 𝗱𝗲𝗹𝗶𝘃𝗲𝗿 𝗱𝗲𝘀𝗶𝗿𝗲𝗱 𝗿𝗲𝘀𝘂𝗹𝘁𝘀? 𝗡𝗲𝗲𝗱 𝗵𝗲𝗹𝗽 𝗴𝗲𝘁𝘁𝗶𝗻𝗴 𝘆𝗼𝘂𝗿 𝘁𝗲𝗮𝗺 𝗿𝗼𝗹𝗹𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀 𝗮𝗻𝗱 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁? 𝗜 𝗰𝗮𝗻 𝗴𝗲𝘁 𝘆𝗼𝘂 𝘂𝗻𝘀𝘁𝘂𝗰𝗸 𝗮𝗻𝗱 𝗺𝗼𝘃𝗶𝗻𝗴 𝗳𝗼𝗿𝘄𝗮𝗿𝗱 𝘁𝗼𝗱𝗮𝘆. Many teams bolt an API call onto existing software and call it AI. Then real users arrive: costs balloon, outputs hallucinate, and there's no visibility into why. Production AI requires a different discipline — grounding, observability, systematic evaluation — not just an API call to a thin LLM wrapper. That discipline is what I'll bring to your team. I can tell you exactly what type of AI tooling you require for your specific solution. I can help you determine the technical feasibility of your AI project 𝘣𝘦𝘧𝘰𝘳𝘦 you spend valuable time and money pursuing it. I can teach your team how to use agentic development to build software quickly and confidently. In short, I'm here to make sure you and your team get what you need from AI technology. 𝗣𝗿𝗼𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝗶𝗲𝘀 ✅ AI Pipeline Architecture: hybrid RAG, AI agents and agentic tool-calling loops (LangGraph), structured output enforcement, prompt injection defense, PII redaction, quantization ✅ AI Evaluation: LLM-as-judge frameworks, test set design, deterministic checkers, RAGAS retrieval metrics, regression tracking ✅ AI Optimization: prompt engineering, retrieval tuning, context compression (LLMLingua), caching strategy, cost/latency tradeoff analysis, experiment tracking (MLflow) ✅ Workflow Automation: n8n, Make, Zapier, scheduled and event-driven orchestration, agentic pipelines ✅ Observability: OpenTelemetry tracing, Prometheus metrics, Grafana dashboards, Loki logging, Jaeger ✅ LLM Providers & Models: Anthropic, OpenAI, Gemini, self-hosted GGUF quantized models, Llama Guard ✅ Frontend: React, Next.js, TypeScript, Tailwind, Redux, SSE/WebSocket streaming ✅ Backend: Python (FastAPI, Celery), Node.js, Go ✅ Databases: PostgreSQL, Pinecone, Qdrant, Redis, MongoDB, Firebase ✅ Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes, CI/CD 𝗪𝗵𝗮𝘁 𝗬𝗼𝘂 𝗖𝗮𝗻 𝗘𝘅𝗽𝗲𝗰𝘁 - A pipeline you can trust in production — not just one that demos well. I instrument observability, build eval frameworks, and optimize systematically so you know what's working, what isn't, and why. - Full-stack ownership — I can own the AI layer, the API, and the frontend. No coordination tax between specialists; one engineer who sees the whole system, a fullstack developer who owns the AI layer, the API, and the frontend. - Communication that matches your pace — async-first with structured updates, or high-touch with regular syncs. I adapt to how your team works, not the other way around. - Clarity from ambiguity — I have built production systems from partially-defined requirements many times. If you know the problem but not the solution, that's exactly the engagement I'm built for. 📞 𝗟𝗲𝘁'𝘀 𝗧𝗮𝗹𝗸 If your AI project needs to actually work — reliably, efficiently, and at a cost that makes sense — let's talk. Schedule a no-obligation call to discuss your project in detail.

Most AI freelancers will hand you a chatbot. I'll hand you a workforce. I architect and deploy production-grade multi-agent systems that run your operations 24/7: sales outreach, content engines, HR assistants, social growth, fleet orchestration. No overhead of human coordination. 6+ years shipping end-to-end products, from architecture to deployment to handoff documentation your team can actually maintain. What I've shipped recently: - FleetMind | Multi-agent orchestration on OpenClaw: CBDO Orchestrator routing tasks across Content, Social, Web, and SEO/GEO POD agents with regional execution (U.S. & E.U.), running 24/7 with CRM, WordPress, analytics, and social platform integrations. - PULSE | Autonomous X/Twitter growth engine on OpenClaw: 5-action AI agent generating voice-matched threads, monitoring niche trends, automating reply engagement, targeting ICP followers, delivering weekly analytics to Discord. Approval-gated, zero manual intervention. - AI HR Assistant | Multi-bot pipeline on OpenClaw: Orchestrator, Query Interpreter, Data Retrieval, and Response Formatter bots. Natural language queries for leave balances, payroll, deductions. REST API + CLI with HRIS integration path. - AI Sales Outreach Agent | End-to-end pipeline: Research Agent scrapes prospects, Personalization Agent crafts context-aware emails, Delivery Agent handles SMTP with scheduling/throttling/tracking, Orchestrator manages retries and error handling. - AI Reality Show | Multi-agent investor simulation: autonomous AI avatars on Google Meet running real-time due diligence, contextual feedback, and investment decisions. OpenAI reasoning + ElevenLabs voice + Hedra avatars, fully autonomous with manual override. 🔧 WHAT I BUILD OpenClaw Agent Systems Custom multi-agent architectures: Director/Specialists/Auditor patterns, fleet orchestration, inter-agent communication, shared memory, approval gates. Full lifecycle from architecture to skills security audits, secrets handling (least-privilege), reliability infrastructure (health checks, logging, alerting), and handoff docs. n8n Workflow Automation Production workflows connecting CRMs, payment processors, marketing platforms, databases. Error handling, retry logic, webhook orchestration, custom JavaScript nodes, AI/LLM integration. Make/Zapier to self-hosted n8n migration included. LLM Applications & RAG Pipelines End-to-end RAG with vector stores (pgvector, Pinecone, Weaviate), embeddings, semantic search, prompt optimization. Multi-model (Claude, GPT-4, Gemini). Fine-tuning, evals, tool/function calling. Voice AI & Conversational Systems Voice agents with ElevenLabs, TTS pipelines, real-time conversational AI integrated into multi-agent workflows. Full-Stack Infrastructure React/Next.js, Node.js/NestJS, PostgreSQL/MongoDB/Redis. AWS/GCP deployment. Docker, CI/CD, self-hosted LLM infrastructure. 💡 WHY ME Architecture-first. Every engagement starts with a diagnosis. I map your processes, identify automation opportunities, then design systems that solve the actual problem, not just what's in the brief. Production-grade, not demos. Health monitoring, error recovery, logging, alerting. Every deployment includes handoff documentation and team walkthrough so you're never dependent on me. Full-stack delivery. Agent architecture to API integrations to frontend dashboards. I ship the complete system, not just the AI piece. No coordination overhead with multiple freelancers. Operational maturity. Multi-agent fleets running 24/7 in production. I build for reliability from day one: least-privilege access, approval gates, stateless job design. 🛠 TECHNICAL STACK AI & Agents: OpenClaw, LangChain, LangGraph, Claude API, OpenAI API, RAG, MCP, Prompt Engineering, Multi-Agent Orchestration, ElevenLabs, Fine-tuning Automation: n8n, Workflow Orchestration, Webhook Design, API Integration Backend: Node.js, NestJS, Python, FastAPI, TypeScript/JavaScript Frontend: React, Next.js, React Native Databases: PostgreSQL, MongoDB, Redis, pgvector, Pinecone, Weaviate Infrastructure: AWS, GCP, Docker, CI/CD, Self-hosted LLM Infrastructure 📌 OpenClaw, AI Agent Development, Multi-Agent Systems, AI Automation, n8n Automation, Workflow Automation, LangChain, LangGraph, RAG, Retrieval Augmented Generation, MCP, Model Context Protocol, Claude API, OpenAI API, GPT-4, LLM Integration, Prompt Engineering, Fine-tuning, Voice AI, ElevenLabs, Conversational AI, Vector Database, Semantic Search, Embeddings, API Integration, REST API, Full Stack Development, SaaS Development, Business Process Automation, Lead Generation Automation, Sales Automation, CRM Integration, Agentic AI, Custom AI Solutions, Make, Zapier, GoHighLevel, Salesforce Integration

I help startups and executives ship production AI agent systems, multi-agent orchestration, RAG pipelines, and LLM automation with Claude Code, OpenClaw, Hermes, and n8n orchestration | 40+ projects | 100% Job Success. ✅ Top Rated Plus — Top 1% of AI Specialists & ML Engineers on Upwork ✅ Founder & CEO of TensorFold.ai | Lead AI Engineer at Origin Studios ✅ Published AI researcher (LLM reasoning & structured prompting) ✅ Working alongside senior engineers from NASA, Apple, Harvard & Warner Records WHAT I BUILD 🤖 OPENCLAW & CLAUDE AGENT EXTRACTION (12+ Projects) I build, optimise, and secure elite agentic environments. Most production setups bleed $100+/month because skills bloat tokens, secrets sit in markdown files, and memory drifts across sessions. I fix all three: - FRAMEWORK & MODELS**: Expert deployment of OpenClaw, NanoClaw, NemoClaw, and the Hermes Agent stack. - COST & TOKEN Optimisation: Hardened SKILL.md, compacted context windows, and vaulted credentials via OneCLI to slice monthly API costs by 40–70%. - OMNICHANNEL AGENT Routing: Seamlessly wiring autonomous agents across WhatsApp, Telegram, Discord, Slack, Signal, and iMessage. 📚 RAG & Knowledge Systems — multi-source RAG, hybrid search, knowledge graphs, document pipelines with Weaviate, Pinecone, Qdrant, FAISS, pgvector 🧠 LLM Engineering — GPT-4/5, Claude, Gemini, LLaMA, Mistral; fine-tuning with PEFT (LoRA, QLoRA), LLM evaluation, prompt optimisation, cost/latency tuning ⚙️ AI Automation & Backends — FastAPI production APIs (auth, streaming, logging), n8n and workflow automation, email/CRM/Slack integrations ☁️ Cloud & MLOps — GCP (Vertex AI, Cloud Run, BigQuery), Azure (AI Studio, Functions), Docker, CI/CD RECENT RESULTS 🎵 AI transformation for a major US record label — automated label management, A&R workflows, and executive communications end-to-end, turning a fully manual operation into an AI-first organisation. 🧑‍💼 Agentic AI "chief of staff" systems for two senior entertainment & investment executives — unified calendars, email, deal flow, and reporting into a single AI-powered command center running on autopilot. 🚗 End-to-end ETL + AI insights platform for the US automotive market — processing 6M+ records daily from 18,000 dealerships, taming extreme data noise and anomalies into decision-ready dashboards for dealership owners. 🚀 REVOPS 360 (idea → funded MVP) — built the entire GenAI layer for a B2B RevOps platform: lead-gen agents, campaign creators, pitch generators, and LinkedIn assistants with 20+ modular tools and LLM routing logic. Now entering VC phase. 🏆 Resume Matcher (NLP) — transformer-based candidate shortlisting that cut hiring time by 70%. HOW I WORK 1️⃣ Free scoping call → clear proposal with milestones and acceptance criteria 2️⃣ Sprint-based delivery with demos every cycle — you see progress, not promises 3️⃣ Production handoff: documentation, deployment, and post-launch support I respond within a few business hours (CET, overlap with US mornings), communicate in fluent English, and stick around after launch to improve what we ship. EXPERIENCE SNAPSHOT (5+ years) 🏢 Founder & CEO — TensorFold.ai (AI product & consulting company) 🤖 Lead AI Engineer — Origin Studios (agentic mesh systems & multi-agent orchestration for enterprise and entertainment clients) 🧠 ML Engineer — DFKI (German Research Center for Artificial Intelligence) 📊 Research Assistant — NYU Tandon School of Engineering (large-scale NLP on millions of Amazon products) 🌍 Generative AI Engineer — Eriko AI | ML Engineer — Ezy-AI | Consultant — Systems Limited 🏆 Top Rated Plus on Upwork since 2022 — 40+ projects, 100% client satisfaction 🎓 M.Sc. Computer Science (AI), RPTU Kaiserslautern-Landau, Germany 📄 Published researcher — LLM reasoning & structured prompting (large-scale experiments across multiple frontier models) Let's turn your AI idea into a working, revenue-driving product. 📬 Message me — I'll reply with a concrete plan, not a sales pitch.

As an AWS Advanced Tier Partner and Claude Partner, we help startups and enterprises design, build, deploy, and scale reliable AI solutions. ✅ AWS Advanced Tier Partner ✅ Claude Partner ✅ Enterprise AI Specialists ✅ Production-Ready AI Solutions ✅ Secure & Scalable Architecture ✅ Strong AI + Cloud Engineering Team ---------------------------------- Common Use Cases ---------------------------------- Automating legacy business workflows using GenAI and AI Agents Designing and building custom MCP (Model Context Protocol) servers Connecting legacy databases to MCP servers Building custom MCP tools for enterprise applications Connecting CRMs, ERPs, APIs, and internal systems to AI Developing AI agents that can read, reason, and take actions Building multi-agent systems for complex business workflows Creating enterprise AI copilots for employees Building customer support AI assistants Developing Retrieval-Augmented Generation (RAG) applications Integrating AI with existing SaaS products Automating document processing, extraction, and classification Building AI-powered search across enterprise knowledge Creating voice AI agents and AI calling systems Modernizing enterprise applications with Amazon Bedrock, Claude, and OpenAI Building secure AI APIs and backend services Deploying scalable AI solutions on AWS ------------------------- Expertise ------------------------- AI Workflow Automation Automating legacy workflows using GenAI AI-powered business process automation Intelligent workflow orchestration Human-in-the-loop AI systems Agentic AI Production-ready AI Agents Multi-Agent Architectures AI Copilots Autonomous task execution Tool-using AI Agents Planning and reasoning workflows MCP (Model Context Protocol) Designing and building MCP Servers Building custom MCP Tools Connecting legacy databases to MCP Connecting CRMs, ERPs, APIs, and enterprise systems through MCP Secure enterprise MCP deployments Enterprise AI Integration Internal AI assistants Customer support AI Enterprise knowledge assistants AI integrated into existing applications RAG (Retrieval-Augmented Generation) Document Intelligence Intelligent Document Processing Contract extraction Invoice processing Medical document analysis Legal document processing PDF understanding Document classification and indexing Reliable AI Engineering AI Evaluation frameworks Prompt Engineering AI Guardrails AI Testing Reliable AI system design Continuous AI improvement AI Observability AI tracing Agent monitoring Workflow debugging Performance monitoring Production observability Cost optimization Production Deployment Amazon Bedrock implementations Claude integration OpenAI integration AWS deployment Scalable cloud architecture Production AI infrastructure Technologies Model Context Protocol (MCP) Claude Amazon Bedrock OpenAI Gemini LangGraph LangChain LangSmith CrewAI Python FastAPI Node.js AWS Lambda ECS EKS Docker Kubernetes Terraform Pinecone PostgreSQL MongoDB Redis n8n Whether you need to automate legacy workflows, build MCP servers, design Agentic AI systems, integrate AI into enterprise software, or deploy production-grade AI on AWS, we can help turn your AI vision into a reliable, scalable solution. Let's build AI that doesn't just answer questions—it gets work done.

Top Rated Plus (Top 1% on Upwork) | 10,000+ Hours Worked | PMP Certified | $300K+ Earned | 300+ Completed Projects I am much more than just a Project manager; I am an AI-enabled project manager and capable of defining strong processes and solid structure. If you are looking for a conventional Project Manager, then you are definitely looking at the wrong profile, but if you are looking for someone who has the ability to rescue complex, high-stakes projects, implement solid process-oriented systems, make decisions based on KPIs, and define a quantified approach, a realistic roadmap, and help scale operational capabilities with limited resources. Whether you are a fast-growing startup or a global enterprise like Walmart, Cisco, or Nissan, I step in as the senior hand who ensures predictable, on-time delivery. With 11+ years of experience managing complex portfolios, I have successfully overseen 950+ project deliveries across Healthcare, Real Estate, FinTech, and EdTech, transforming chaotic workflows into structured, high-performing operations. HOW I DRIVE VALUE FOR YOUR BUSINESS • AI & Software Product Builds; Taking your product from Concept ➔ Launch ➔ Scale. • Digital Transformation; Seamlessly rolling out enterprise systems and minimizing team friction. • Workflow Management & CRM; Designing scalable systems (Airtable, ClickUp, Jira) to cut operational inefficiencies. • Cross-Functional Leadership; Unifying engineering, product, data, and ops teams around a single source of truth. • Executive Reporting & Risk Control; Building custom, real-time dashboards for true visibility, not just generic status updates. EXPERTISE & METHODOLOGIES • Frameworks: Agile, Scrum, Kanban, Waterfall, or Hybrid (tailored to your team’s velocity). • Ecosystems: ClickUp, Jira, Asana, Trello, Miro, Notion, Airtable, Monday, GHL, ZOHO, and Google Workspace. • Certifications: AI Expert in Agile Delivery | PMP | Certified Product Owner | Delivery Manager | Product Management Expert | Agile Project Manager | Fundamentals of Predictive Project Management • Global Delivery: Fully remote, seamlessly aligned with USA and European time zones. WHOM I WORK WITH Startups that need rapid, structured execution without rigid corporate overhead. SMBs that are looking to optimize bottlenecked processes and scale operations predictably. Enterprises that are running high-risk, multi-team technology initiatives that cannot afford to fail. Founders & Product Teams who need a structured thinker to turn ideas into roadmaps, requirements, and shipped products. AI-First Teams & Product Owners who need someone who can bridge the gap between business goals, technical execution, and AI product development from requirements to roadmap to release. Skill Tags: Project Manager, Product Manager, Technical Project Manager, Digital Project Manager, Remote Project Manager, SaaS Project Manager, Agile Project Manager, Scrum Master, Product Owner, Technical Product Owner, Delivery Manager, Project Planning, Project Delivery, Sprint Planning, Agile Delivery, SDLC Management, Software Development Management, Cross-functional Team Management, Agile, Scrum, Kanban, Backlog Grooming, Backlog Refinement, Sprint Retrospectives, User Stories, MVP Definition, Product Roadmap, Feature Prioritization, Release Management, Risk Management, Scope Management, Budget Management, Stakeholder Management, OKRs, KPIs, Jira, Confluence, ClickUp, Asana, Monday, Notion, Trello, Airtable, Azure, Miro, Lucidchart, Zapier, Make, Slack, Google Workspace, Microsoft Teams, Figma, Zoho, Business Requirements Document, BRD, PRD, Product Requirements Document, FRD, SRS, Software Requirements Specification, User Stories, Use Cases, Process Documentation, SOPs, Project Charter, Scope of Work, SaaS, Fintech, Healthcare IT, Real Estate Tech, E-commerce, EdTech, AI Product Development, Digital Transformation, Enterprise Software, Startup Product Delivery, MVP Development, Platform Migration, Project Planning and Execution, On-time Delivery, Team Coordination, Client Communication, Weekly Reporting, Deadline Management, Remote Team Management, Vendor Management, Process Improvement, Workflow Optimization, Cost Reduction, Operational Efficiency, AI Product Owner, Product Requirement, Product Development Manager If your project is behind schedule, over budget, or simply too complex to manage alone, let’s talk. Click the "Invite to Job" button, and let's get your delivery back on track.

AI/ML Engineer building production systems that automate knowledge work and scale decision-making. Delivered intelligent automation solutions that reduced proposal turnaround by 60%, cut document review time from hours to minutes, and enabled real-time emotional AI for interactive experiences. CORE EXPERTISE: LLM Production Systems: Architecting multi-agent workflows, RAG pipelines, and memory-augmented AI with LangChain, OpenAI, and Anthropic APIs Semantic Intelligence: Building vector search engines (FAISS, Weaviate, pgvector) and retrieval systems optimized for accuracy and explainability AI-Native Applications: Full-stack development from FastAPI backends to Streamlit interfaces, containerized and cloud-deployed (AWS, GCP, Supabase) Applied ML & NLP: Fine-tuning domain-specific models (LoRA, DistilRoBERTa), emotion recognition, and sentiment analysis for real-world applications PAST PROJECTS: ✅ Lyra – Memory-Augmented AI Assistant - Engineered self-evolving reasoning system with epistemic memory, contradiction detection, and cognitive homeostasis engine. Solved the core LLM limitation of context forgetting through vector embeddings and dissonance resolution architecture. ✅ Sales Workflow Automation Platform - Built end-to-end GPT-powered system integrating Zapier and n8n that automated lead qualification, proposal generation, and follow-ups. Reduced proposal turnaround time by 60% while standardizing client outreach for small teams without technical staff. ✅ Legal Discovery Assistant - Developed semantic search and summarization pipeline using OpenAI embeddings with auditable reasoning traces. Cut document review time from hours to minutes while maintaining interpretability for compliance workflows. ✅ Emotion-Aware NPC Engine (Unity Integration) - Created real-time speech emotion recognition pipeline combining LogMel emotion detection, DistilRoBERTa sentiment analysis, and MiniLM semantic similarity. Enabled dynamic NPC responses based on player voice tone and emotional context through FastAPI-Unity integration. ✅ LLM BugFixer & Code Refactoring System - Built GitHub-integrated automation that triages issues, interprets stack traces, and generates test-validated fixes using prompt engineering and code context embeddings. Demonstrated practical LLM application in software maintenance beyond text generation. TECHNICAL STACK: AI/ML Frameworks: LangChain, LangGraph, OpenAI API, Anthropic Claude, Hugging Face Vector & Semantic Search: FAISS, Weaviate, pgvector, Pinecone, Sentence Transformers Backend & APIs: Python (5+ years), FastAPI, Flask, Google Apps Script Infrastructure: Docker, AWS, GCP, Supabase, GitHub Actions Automation: n8n, Zapier, workflow orchestration Evaluation & Monitoring: LangSmith, custom prompt evaluation frameworks, telemetry systems ADDITIONAL CAPABILITIES: Fine-tuning pipelines optimized for resource efficiency (LoRA, domain adaptation) NLP-powered matching systems (resume-job fit scoring, semantic similarity ranking) Data storytelling and insight extraction (pandas, scikit-learn, visualization) Prompt engineering frameworks with A/B testing and quantifiable metrics WHY ORGANIZATIONS CHOOSE ME: ✅ Production-first mindset – I build systems that ship, not just prototypes. Every solution includes guardrails, evaluation metrics, and deployment infrastructure. ✅ Business outcome focus – I translate technical capabilities into measurable ROI: time saved, processes automated, accuracy improved. ✅ Full-stack execution – From model architecture to cloud deployment, I handle the complete pipeline so you don't need multiple specialists. ✅ Transparent collaboration – Clear communication, realistic timelines, and alignment on what success looks like. Let's connect and explore how intelligent automation can transform your operations.