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Senior AI Engineer | AI Agents, LLM & RAG | Chatbots, n8n & AI Automation | OpenClaw & Hermes ✅ $40K+ earned · 72 jobs · 680+ hours on Upwork · 8+ years · AWS & MITx certified I build AI systems that RUN OPERATIONS — not just answer questions. ▪️ RAG pipelines that cut support tickets by 40% ▪️ AI agents that qualify leads, make outbound calls & book appointments 24/7 ▪️ Multi-agent workflows that replaced 3 full-time coordinators for a property firm ▪️ Automations that save clients 10–20 hours every week All running in production, without human intervention. That's the gap between a demo and a deployed system — and that's where I work. 🎁 NOT SURE AI FITS YOUR WORKFLOW? I'll build you a free mini-POC — something small and real you can test on your own use case before committing a dollar. ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🤖 AI AGENTS & MULTI-AGENT SYSTEMS AI agent development with LangChain, LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Google ADK, and PydanticAI. Custom MCP servers connecting agents to databases, APIs, CRMs, and internal tools. Persistent memory, autonomous task execution, and multi-agent delegation. ⚙️ AI AUTOMATION & INTEGRATIONS n8n, Make com, and Zapier Deep GoHighLevel, HubSpot, Salesforce, and Pipedrive integration. End-to-end CRM workflows, lead routing, appointment booking, and AI built into the tools your business already runs on. 💬 AI CHATBOTS Production chatbots powered by ChatGPT, Claude, and Gemini — deployed on WhatsApp, Telegram, Instagram, web widgets, and SMS. Lead qualification, appointment booking, FAQ deflection, and 24/7 support, integrated with GoHighLevel, HubSpot, and Salesforce. 📚 RAG & LLM APPLICATIONS Production RAG pipelines with LangChain, LlamaIndex, Pinecone, Weaviate, Qdrant, ChromaDB, and pgvector. Enterprise knowledge bases, PDF chatbots, document AI, and semantic search deployed for legal, medical, real estate, and finance clients. 🚀 AI SaaS & MVPs Full-stack Generative AI platforms shipped in weeks. Next.js, React, Python, FastAPI, Supabase, and Stripe. Architecture to deployment on AWS, GCP, and Vercel. 🗣️ VOICE AI AI receptionists and SDR callers with Vapi, Retell AI, ElevenLabs, Deepgram, and Twilio — booking and qualifying leads 24/7. 🧠 SPECIALIST EDGE: I also deploy and customize OpenClaw and Hermes Agent for production — SOUL.md design, ClawHub skills, MCP bridges, persistent memory, and multi-channel deployment. Plus LLM fine-tuning (LoRA, QLoRA) and inference optimization (vLLM, TGI) when projects need it. ━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🛠️ STACK OpenAI / Claude / Gemini / Mistral / Llama / DeepSeek | Python, FastAPI, Node.js, Django | React, Next.js | PostgreSQL, MongoDB, Redis, Supabase | Docker, Kubernetes, AWS, GCP 🏢 INDUSTRIES Real Estate, Healthcare, Legal, E-commerce, Finance, Insurance, Marketing Agencies, SaaS, Education, Recruiting ━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚙️ HOW I WORK 1. Scoping call → understand your problem 2. Architecture → design the right system 3. Fast prototype → working demo in days 4. Production hardening → scale, security, monitoring 5. Documentation & handoff → your team owns it 💬 SEND ME YOUR IDEA — even rough notes. I'll give you an honest take: how I'd build it, what it realistically takes, and whether AI is even the right call (sometimes it's overkill — I'll tell you straight). If it's a fit, I'll show you a working mini-POC before you commit a dollar. Let's build something that actually runs.

I build production-ready AI agents, Voice AI systems, RAG knowledge assistants, and workflow automations that reduce manual work, improve response speed, and help businesses operate more efficiently. I help startups, healthcare teams, service businesses, and growing companies move from manual processes to AI-powered operations that people actually use every day. What I build: • AI Agents & Agentic Workflows for sales, support, operations, and internal teams • Voice AI Agents for intake, qualification, appointment reminders, and follow-ups • RAG Knowledge Assistants that let teams search documents, SOPs, and business knowledge instantly • AI Chatbots for customer support, lead qualification, and internal workflows • Workflow Automations using n8n, Make, Zapier, APIs, webhooks, and CRMs • AI-Powered SaaS Features using OpenAI, Claude, LangGraph, FastAPI, and vector databases Recent outcomes: • Reduced manual outreach effort by 80% with a healthcare Voice AI agent • Reduced response and execution time from hours to minutes through AI workflow automation • Helped teams search large document libraries instantly using RAG systems • Connected CRMs, conversations, scheduling, and reporting into unified automation workflows • Helped companies move from testing AI ideas to launching production-ready AI systems Tools I work with: OpenAI, Claude, LangGraph, LangChain, n8n, Make, Zapier, FastAPI, Python, APIs, webhooks, vector databases, Vapi, Retell AI, Twilio, CRM integrations, and AI infrastructure. I don’t build AI demos that break after launch. I build reliable systems with clear workflows, error handling, human handoff, logging, documentation, and business logic. If you need an AI agent, Voice AI workflow, RAG assistant, or automation system built properly from strategy to deployment, message me and I’ll help you map the fastest practical path to production.

With 12+ years supporting small businesses, I design and implement operational systems that you can rely on. SuiteDash is my recommended platform for building an all-in-one system, supported by key integrations when absolutely necessary. /// What working with me looks like: • 🧭 Free Consultation – I’ll quickly determine if SuiteDash aligns with your needs • 🧠 System Architecture – I map your workflows before anything is built. • ⚙️ Implementation & Automation – I turn your core business functions into one structured, reliable system. • 📄 Documentation – I document everything so your team knows exactly how it works. /// Beyond implementation: • 🎓 Team Training – I walk your team through the system so they can use it with confidence. • 🤝 Ongoing Support – I remain available post-development If you’re serious about setting up SuiteDash the right way, send me a message and we'll chat.

Senior AI & Agentic Systems Engineer specializing in Multi-Agent AI, RAG, LLM Applications, and AI Automations-n8n/make I am a Senior AI Engineer with 6+ years of experience building production-ready AI systems that solve complex business problems and generate measurable ROI. I design and build end-to-end AI solutions - from intelligent retrieval systems and multi-agent orchestration to scalable backend services and full-stack applications. My expertise goes beyond connecting APIs or building simple chatbots. I architect AI systems that reason through ambiguity, retrieve information with high precision, self-evaluate their outputs, and integrate seamlessly into existing business workflows. Whether it's automating complex operations, building internal AI copilots, or deploying enterprise-grade agentic applications, I focus on creating solutions that scale without increasing headcount. I work US EST/CST/PST business hours, making collaboration easy American teams. What I Build (AI + Automation) 1) Multi-Agent AI Systems * Planner, Router, Reflection, Evaluator, and Supervisor agent architectures * Agentic workflows with LangGraph, Google ADK, and Pydantic AI * Human-in-the-loop approval systems * Long-running autonomous business workflows 2) Enterprise RAG & Knowledge Systems * Hybrid retrieval (Dense + BM25 + Reciprocal Rank Fusion) * Agentic retrieval with query reformulation (HYDE) * Cross-encoder re-ranking * Metadata-aware search * Hallucination mitigation with citations and guardrails * Vector databases including Qdrant and PGVector 3) AI Features Inside SaaS Products * Intelligent document analysis * Contract review * Invoice processing * Classification and extraction * AI copilots * Tool-calling agents * GPT-4o Vision integrations * AI-powered search and recommendations 4) Workflow Automation & AI Operations * n8n, Make, Clay, Apify * CRM automation * LinkedIn outreach automation * ATS integrations * Email automation * Web scraping * API integrations * Business process automation 5) Full-Stack AI Applications * Python backend services * FastAPI APIs * Java and Scala services * Modern React/Next.js frontends * Authentication * Billing integrations * Background workers * Queues * Caching * Production deployment Recent AI Projects Insurance Claims AI Built a five-agent claims processing platform where specialized agents handle intake, policy analysis, evidence review, risk assessment, and payout recommendations. GPT-4o Vision analyzes damage images while uncertain claims automatically escalate to human reviewers with complete audit trails. Stack: LangGraph, GPT-4o Vision, Pydantic AI, Gradio Legal AI Assistant Developed a hallucination-resistant legal document analysis platform capable of reviewing contracts, extracting obligations, and producing grounded summaries using modular MCP architecture and high-accuracy document parsing. Stack: Google ADK, LangGraph, Docling Medical Diagnostic RAG Built a multimodal retrieval system over 10,000+ medical images using BioMedCLIP embeddings and Qdrant. AI-generated diagnostic reasoning remains grounded entirely in retrieved medical evidence with explainable outputs. Stack: Gemini Pro, BioMedCLIP, Qdrant Recruitment AI Platform Designed an end-to-end recruiting automation platform that discovers companies hiring, enriches company data through Clay, identifies decision-makers, verifies contact information, launches personalized outreach campaigns, and synchronizes everything into ATS platforms and CRMs. Results Delivered * Generated **$24,000+** in recruiting pipeline through fully automated hiring-manager outreach * Achieved **25–30% LinkedIn connection acceptance rates** using AI-personalized messaging * Reduced recruiter administrative work by **10–15 hours per week** * Built production AI systems capable of replacing repetitive operational workflows while maintaining human oversight where required ## Why Clients Choose Me * Production experience shipping AI applications from concept to deployment * Deep expertise in Agentic AI architectures—not just prompt engineering * Strong foundation in software engineering with Python, Java, Scala, and distributed systems * Advanced knowledge of retrieval engineering, RAG optimization, and evaluation methodologies * Experience building scalable full-stack AI products, APIs, and automation platforms * Clean, maintainable architecture with strong emphasis on security, observability, and long-term scalability * Business-first mindset focused Lets connect. AI & Agentic Systems | Multi-Agent AI | LLM Applications | Retrieval-Augmented Generation (RAG) | LangGraph | Google ADK | Pydantic AI | Python | FastAPI | React | Next.js | Java | Scala | GPT-4o | Gemini | Vector Databases | Qdrant | PGVector | AI Automation | n8n | Make | Clay | Docling | OCR | API Integrations | Workflow Automation

I build secure internal AI copilots and enterprise search systems that connect your documents, CRM, databases, Slack, email, and internal tools so your team can get answers, trigger workflows, and automate repetitive work with confidence. If you need more than a chatbot demo, I can help you ship a production-ready AI system with grounded answers, citations, clean tool integrations, human handoff where needed, and clear evaluation. What I build: • Internal copilots for operations, support, sales, and knowledge teams • Enterprise search / RAG systems over SOPs, policies, contracts, tickets, product docs, and databases • MCP and API integrations for CRMs, helpdesks, Slack, email, Postgres, and internal tools • Workflow automation that updates records, routes tasks, sends follow-ups, and closes manual loops • Evals, tracing, and observability so answer quality improves over time • FastAPI backends, Python services, dashboards, and deployment-ready architecture Common outcomes: • Faster internal answers for teams • Fewer repetitive support tickets • Better lead routing and cleaner CRM workflows • Safer document Q&A with citations • Less manual operational work across disconnected systems I work with: Python, FastAPI, OpenAI, Claude, MCP, PostgreSQL, pgvector, Qdrant, Weaviate, Langfuse, n8n, webhooks, REST APIs, React, and Next.js I do not focus on AI theatre. I focus on useful systems that are measurable, maintainable, and tied to real business workflows. If you already know your bottleneck, send me the workflow and tool stack. If you do not, I can help you design the shortest path to a reliable internal AI system.

I help organizations and teams streamline workflows, improve performance, and deliver lasting results. With 20+ years of experience across Fortune 500 companies, e-commerce, and healthcare, I bring a proven mix of Lean, Agile, and facilitation expertise to every engagement. ✅ Process Optimization: Mapping workflows, simplifying operations, and identifying improvement opportunities that boost efficiency and scalability. ✅ Agile & Lean Leadership: Driving continuous improvement, program delivery, and cultural alignment. ✅ Operational Excellence: Implementing practical systems that create clarity, accountability, and measurable impact. Beyond consulting, I excel at leading operations directly. I drive day-to-day execution, stabilize business processes, and help teams regain rhythm during growth or transition. I’ve successfully guided cross-functional operations in dynamic environments, bringing structure to scaling teams and building repeatable systems that support both performance and culture. My approach combines practical strategy with hands-on execution, ensuring that recommendations don’t just look good on paper but deliver real results in motion. I’m also the author of Tilt: How Poker Reveals the Secrets to Resilient Leadership and Clear Decisions, where I translate lessons from the poker table into tools for leading under pressure. That same perspective helps me guide teams with clarity, composure, and follow-through. Clients hire me when they need a strategic consultant to optimize operations, a facilitator to guide improvement conversations, or a hands-on leader to help their team adopt Lean and Agile practices. I provide clarity, structure, and actionable solutions that sustain results. Let’s connect to explore how I can strengthen your systems and deliver lasting results. Message me today to discuss your project needs!