Need AI added to your app, a workflow automated, or an MVP finished? I can help you scope it, build it, and ship it without overcomplicating the first milestone. I build AI products that survive real users, real data, and real business workflows: SaaS MVPs, AI agents, RAG systems, voice AI, and automation inside existing products. ⭐ Top Rated Plus | Top 3% of performers on Upwork ✅ 10+ years building SaaS and AI products | 100+ projects delivered ✅ AI that ships: RAG, AI agents, MCP, Voice AI, LLM integration ✅ Full stack: Next.js, React, TypeScript, Python, Node.js, PostgreSQL, AWS ✅ SaaS, MVPs, automation, fintech, healthcare, construction, legal tech, and sales products You can hire me when: - You need one AI feature added to an existing app - You want OpenAI, Claude, Gemini, or MCP integrated into your product - You need a RAG system over PDFs, documents, knowledge bases, or internal data - You want a voice AI agent for calls, bookings, lead qualification, or CRM updates - You have a workflow involving documents, calls, follow-ups, data entry, or reporting that should be automated - Your MVP is half-built, buggy, slow, or stuck before launch - You need someone to build a full SaaS product from idea to deployment I work well on both small and large projects. If the right first step is a quick audit, prototype, bug fix, integration, or one-week milestone, I will tell you that. If the project needs a full build, I can own the architecture, frontend, backend, AI layer, deployment, and documentation. The part most AI freelancers skip: AI is rarely the whole product. It usually needs a backend, dashboard, auth, billing, permissions, logs, human review, and deployment around it. I build both the AI layer and the product around it. WHAT I DO: - AI SaaS & MVP builds: idea to deployed product with auth, billing, dashboards, and AI layer - AI inside existing products: RAG, agents, MCP, LLM features, document AI, and automation - Voice AI: agents that answer calls, book appointments, qualify leads, and log to your CRM - RAG and document AI: source-grounded answers, OCR, extraction, citations, and review queues - Workflow automation: documents, follow-ups, data entry, reporting, and API integrations - Rescue & ship: half-built MVPs refactored, hardened, and launched RECENT DELIVERIES: - AI sales CRM: call transcription, follow-up automation, multi-tenant pipelines - RAG document platform with every answer cited to source - AI financial intelligence platform: open banking + accounting sync into one ledger - AI voice agents for healthcare and sales, answering real calls daily - Turnkey B2B SaaS platform for the construction industry, end to end HOW I WORK: - I start by understanding the workflow, users, data, and business goal - I suggest the smallest useful first milestone when possible - I scope clearly before code is written, so you know cost and timeline up front - I can work on focused tasks, short prototypes, rescue work, or full product builds - I work full time on Upwork with overlap for US and European business hours If you need one AI feature, a quick prototype, a stuck MVP fixed, or a full SaaS product built, send me a short description of what you have and what you want it to do. I will reply with the clearest next step, the likely scope, and the first milestone I would recommend. Tech Stack: AI and LLM: OpenAI, Claude, Gemini, LangChain, LangGraph, CrewAI, MCP, function calling, model routing RAG and vector search: RAG pipelines, embeddings, semantic search, pgvector, Pinecone, document AI, OCR AI agents and automation: multi-agent systems, AI copilots, workflow automation, document extraction with review queues AI reliability: evaluation sets, hallucination reduction, human-in-the-loop workflows Voice AI: Vapi, Retell, ElevenLabs, Deepgram, OpenAI Realtime, Twilio Frontend: Next.js, React, TypeScript, Tailwind CSS, React Native Backend: Node.js, Python, FastAPI, REST and GraphQL APIs, WebSockets Databases: PostgreSQL, Supabase, Redis, MongoDB SaaS architecture: multi-tenant, tenant isolation, RBAC, Stripe billing, admin dashboards Cloud and DevOps: AWS, Docker, Vercel, CI/CD, monitoring Security and compliance: OAuth2, JWT, encryption, audit logs, HIPAA-aware builds, KYC/AML flows Integrations: Stripe, Plaid, open banking APIs, QuickBooks, Xero, Twilio, CRMs, ERPs Industries: AI SaaS, AI agents, document AI, RAG, FinTech, open banking, healthcare, B2B SaaS, startup MVPs, construction tech, legal tech, sales and CRM automation, voice AI, recruiting

𝐈 𝐭𝐮𝐫𝐧 𝐫𝐨𝐮𝐠𝐡 𝐀𝐈 / 𝐒𝐚𝐚𝐒 𝐢𝐝𝐞𝐚𝐬 𝐢𝐧𝐭𝐨 𝐫𝐞𝐚𝐥, 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐬. I’m 𝐉𝐚𝐭𝐢𝐧 - an AI/SaaS architect and full-stack developer. Most clients come to me when they have an idea, messy workflow, existing product, or AI feature and need someone who can turn it into a clean, scalable system. 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝 𝐛𝐞𝐬𝐭 :- ================================================= • AI agents, RAG chatbots, GPT/OpenAI/Claude integrations • SaaS MVPs from idea to launch-ready product • n8n, Make .com, API, CRM, and workflow automation • React, Node JS, Python, FastAPI, Flutter apps • IoT dashboards, admin panels, and data platforms • AI features inside existing web or mobile products • Technical architecture when the idea is still unclear 𝐑𝐞𝐜𝐞𝐧𝐭 𝐰𝐨𝐫𝐤 𝐈’𝐯𝐞 𝐡𝐚𝐧𝐝𝐥𝐞𝐝 :- =============================== • Predictive maintenance AI system • Smart energy optimization model • Cloud-based IoT building dashboard • AI personalization / intro engine • SaaS planning and product architecture • Legacy Access system converted into web/mobile UX I’m not the person you hire just to blindly follow tickets. I’m the person you bring in when you need someone who can understand the product, think through the architecture, suggest better options, and still build hands-on. 𝐇𝐨𝐰 𝐈 𝐮𝐬𝐮𝐚𝐥𝐥𝐲 𝐰𝐨𝐫𝐤 :- ============================== ~ First, I understand the real goal. ~ Then I break the product into the smallest useful version. ~ After that, I build clean foundations so you don’t need to rebuild everything later. I keep communication simple, decisions practical, and development focused on what actually helps the business. 𝐈𝐟 𝐲𝐨𝐮’𝐫𝐞 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 :- ================================ AI tool, SaaS MVP, automation system, RAG chatbot, dashboard, mobile app, or internal business platform - invite me to your job and I’ll suggest the most practical first step. 𝐉𝐚𝐭𝐢𝐧 𝐊𝐚𝐩𝐨𝐨𝐫 Senior Developer | AI/ML | SaaS | Full-Stack Ex-Microsoft | Ex-Deloitte | 12+ Years Experience

As an 𝐄𝐱𝐩𝐞𝐫𝐭-𝐕𝐞𝐭𝐭𝐞𝐝 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 (Top 1% on Upwork) with a Master’s in AI from the University of Bath, I provide more than just code. I provide architectural certainty. I design and build resilient, autonomous AI systems that solve high-value business problems for enterprise clients like 𝐍𝐞𝐬𝐭𝐥é, 𝐏𝐟𝐢𝐳𝐞𝐫, 𝐚𝐧𝐝 𝐕𝐢𝐬𝐚. 𝐌𝐲 𝐒𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧: 𝐌𝐮𝐥𝐭𝐢𝐦𝐨𝐝𝐚𝐥 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 Most developers specialize in either text (LLMs) or images (Computer Vision). I bridge this gap. I design Multimodal Agents that can "see" the real world through advanced Computer Vision and "act" upon it using autonomous reasoning. This enables complex workflows such as: - 𝑨𝒖𝒕𝒐𝒎𝒂𝒕𝒆𝒅 𝑽𝒊𝒔𝒖𝒂𝒍 𝑰𝒏𝒔𝒑𝒆𝒄𝒕𝒊𝒐𝒏: Agents that detect manufacturing defects and autonomously manage supply chain responses. - 𝑰𝒏𝒕𝒆𝒍𝒍𝒊𝒈𝒆𝒏𝒕 𝑺𝒆𝒄𝒖𝒓𝒊𝒕𝒚 𝑴𝒐𝒏𝒊𝒕𝒐𝒓𝒊𝒏𝒈: Systems that interpret video feeds in real-time to alert security teams to specific behavioral anomalies. - 𝑽𝒊𝒔𝒖𝒂𝒍 𝑹𝑨𝑮 𝑺𝒚𝒔𝒕𝒆𝒎𝒔: Knowledge bases that allow users to query technical schematics or video archives using natural language. 𝐖𝐡𝐲 𝐌𝐲 𝐑𝐚𝐭𝐞 𝐢𝐬 $𝟏𝟎𝟎/𝐡𝐫: You are hiring a Lead Engineer and Architect. My 7 years of experience—spanning high-growth startups and global consultancies—allow me to prevent costly architectural mistakes before they happen. I design systems that are scalable, secure, and GDPR-compliant from Day 1. 𝐑𝐞𝐩𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐯𝐞 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬: - 𝑬𝒏𝒕𝒆𝒓𝒑𝒓𝒊𝒔𝒆 𝑫𝒂𝒕𝒂 𝑨𝒏𝒂𝒍𝒚𝒔𝒊𝒔 (𝑺𝒏𝒐𝒘𝒉𝒆𝒂𝒑): Architected a multi-agent system (Agno/LangChain) for automated report generation, currently used by major global financial clients. - 𝑹𝒆𝒂𝒍-𝑻𝒊𝒎𝒆 𝑷𝒓𝒐𝒄𝒕𝒐𝒓𝒊𝒏𝒈 𝑷𝒍𝒂𝒕𝒇𝒐𝒓𝒎 (𝑹𝒐𝒔𝒂𝒍𝒚𝒏.𝒂𝒊): Engineered a microservices-based vision pipeline integrating Gaze Tracking and Pose Estimation, scaling to support thousands of concurrent exams. - 𝑷𝒓𝒆𝒅𝒊𝒄𝒕𝒊𝒗𝒆 𝑺𝒑𝒐𝒓𝒕𝒔 𝑨𝒏𝒂𝒍𝒚𝒕𝒊𝒄𝒔 (𝑭𝑿1): Deployed real-time computer vision models on GCP to analyze live MMA streams and forecast outcomes. 𝐂𝐨𝐫𝐞 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤: - 𝑨𝒈𝒆𝒏𝒕𝒊𝒄 𝑭𝒓𝒂𝒎𝒆𝒘𝒐𝒓𝒌𝒔: Agno (Phidata), LangGraph, LangChain, CrewAI. - 𝑪𝒐𝒎𝒑𝒖𝒕𝒆𝒓 𝑽𝒊𝒔𝒊𝒐𝒏: PyTorch, OpenCV, YOLO, Vision Transformers (ViT). - 𝑰𝒏𝒇𝒓𝒂𝒔𝒕𝒓𝒖𝒄𝒕𝒖𝒓𝒆: Docker, Kubernetes, AWS/GCP, Edge AI. - 𝑫𝒂𝒕𝒂 & 𝑴𝒆𝒎𝒐𝒓𝒚:Weaviate, Pinecone, Redis. 𝐑𝐞𝐚𝐝𝐲 𝐭𝐨 𝐁𝐮𝐢𝐥𝐝? If you are looking for a partner to guide your technical strategy and execute with precision, invite me to your job. Let's discuss your architecture.

Engineering Intelligent AI Solutions. From Concept to Scalable SaaS Product. I am an AI Engineer and Product Architect dedicated to designing and deploying high-performance Generative AI systems. I specialize in transforming ambitious ideas into production-ready applications that drive automation, efficiency, and revenue. My work focuses on the intersection of Agentic AI, Large Language Models (LLMs), and Full-Cycle Product Development. Whether you need a complex autonomous agent, a mobile application, or a complete AI-powered SaaS platform, I deliver robust, scalable architectures tailored to your business goals. 🚀 Core Expertise & Deliverables 1️⃣ Agentic AI & Autonomous Workflows Custom AI Agents: Engineering agents that reason, plan, and execute multi-step tasks autonomously (using LangGraph, AutoGen, CrewAI). Process Automation: Creating intelligent workflows that integrate with your internal APIs, CRMs, and databases to automate complex operations. 2️⃣ Advanced RAG (Retrieval-Augmented Generation) Enterprise Knowledge Bases: Building secure, context-aware assistants that chat with your proprietary data (PDFs, SQL, Notion) with high accuracy. Vector Search Systems: Implementing optimized retrieval architectures using Pinecone, Weaviate, or ChromaDB for instant information access. 3️⃣ LLM Fine-Tuning & Optimization Domain-Specific Models: Fine-tuning open-source models (Meta Llama, Mistral) and proprietary APIs to master your specific industry niche. Cost & Latency Optimization: Advanced prompt engineering and model selection to maximize performance while minimizing API costs. 4️⃣ End-to-End Product Engineering (Web & Mobile) Complete System Architecture: I take full ownership of the technical stack, ensuring seamless integration between AI models and user interfaces. Mobile App Development: Native and cross-platform iOS applications (Swift / React Native) integrated with AI features. Backend & API: High-performance microservices using FastAPI and Django. Frontend Interface: Modern, responsive web applications built with Next.js and React. Cloud Deployment: Scalable, secure hosting on AWS (EC2, Lambda, SageMaker) with Docker and Kubernetes. 🛠️ Technology Stack Generative AI Providers: OpenAI, Anthropic, Google Gemini, Meta Llama, Mistral, Hugging Face. Orchestration: LangChain, LlamaIndex, LangGraph. Machine Learning: PyTorch, TensorFlow, Scikit-learn, XGBoost, Computer Vision (YOLO, OpenCV). Mobile & Web: iOS (Swift, React Native), Python, TypeScript, FastAPI, Django, React, Next.js. Vector Databases: Pinecone, ChromaDB, Weaviate, Milvus. DevOps & Cloud: Docker, Kubernetes, AWS, Google Cloud, CI/CD pipelines. 🤝 My Approach Strategic Partnership: I align technical decisions with your business objectives to ensure maximum ROI. Transparent Execution: You receive clear roadmaps, regular progress updates, and code that is clean, documented, and maintainable. Long-Term Reliability: I build systems designed to scale, ensuring stability as your user base grows. 📩 Feel free to reach out anytime to discuss your project needs. I’m available 24/7 for consultations and collaboration.

I build production-ready Generative AI systems - image generation pipelines, AI video, LLM apps, and autonomous agents. Not just prototypes that work in a demo, but systems that ship, scale, and keep running in production. Most AI projects don't fail at the idea stage - they stall at 80%. The prototype works, the demo impresses, and then it never quite becomes a reliable product clients can actually ship. That last stretch - consistency, structured outputs, error handling, real deployment - is exactly what I do. 10+ years building software, now focused entirely on Generative AI and Agentic AI. 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝: • AI image generation: text-to-image pipelines using ComfyUI, SDXL, Flux, and Stable Diffusion with custom workflow orchestration and production-grade quality control. • AI video generation and editing: text-to-video pipelines, AI-powered editing, clip generation from long-form content, and motion-controlled animation systems. • LoRA and model fine-tuning: DreamBooth training, PEFT/LoRA adapters for domain-specific image generation, automated dataset curation, and quality scoring. • AI character and digital persona creation: identity-consistent character generation across hundreds of outputs with automated quality gating. • LLM integration & orchestration: GPT-4, Claude, Llama, and Mistral integrated into business systems with structured outputs, schema validation, and production-safe response handling. • RAG Sytems: document Q&A, enterprise knowledge bases, semantic search using LangChain, LlamaIndex, and vector databases (Pinecone, Chroma, Weaviate, FAISS). • AI agents & automation: autonomous multi-step agents using CrewAI, AutoGen, MCP integrations, and n8n workflows with LLM-powered decision-making. • AI SaaS products & copilots: end-to-end generative AI platforms from architecture to deployment, including user interfaces, API layers, and scalable cloud infrastructure. • Prompt engineering: systematic prompt design, A/B testing, and output evaluation for consistent, high-quality results across text, image, and video, using tools like Promptfoo and Langfuse. 𝐅𝐫𝐨𝐦 𝐏𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐞 𝐭𝐨 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧: Building the AI is half the job - getting it live and stable is the other half. I handle the full deployment so your project doesn't stall at "it works on my machine": CI/CD for ML pipelines, model versioning, containerized inference (Docker), monitoring, and cost-efficient GPU provisioning on RunPod, Modal, Lambda Labs, and major clouds (AWS, GCP, Azure). You get a working product, not just a prototype. 𝐑𝐞𝐜𝐞𝐧𝐭 𝐖𝐨𝐫𝐤: ✔️ 𝗗𝗔𝗧𝗔𝗦𝗜𝗠: AI character generation platform with dual ComfyUI pipelines (SDXL + Z-Image), automated LoRA training, quality gating system, and GPU queue serialization. Processing thousands of images with identity-locked consistency. ✔️ 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗟𝗟𝗠: Multi-document RAG chat, automated comparison, canvas workflows, and presentation generation from uploaded files. ✔️ 𝗙𝗹𝗼𝘄𝗠𝗶𝗻𝗱: Built an AI-powered automation system using GPT-4, n8n, and FastAPI to handle data evaluation, scoring, and intelligent routing.Eliminated manual workflows, improved efficiency, and delivered with a 5.0-star client rating. ✔️ 𝗛𝗶𝗿𝗲𝗛𝗮𝗿𝗿𝘆: AI agent platform backend with multi-agent orchestration, LLM-powered task automation for marketing, content generation, and business analytics, with production-safe structured outputs and deterministic state transitions. I hold a 100% Job Success Score. If your project involves generative AI, image or video generation, LLM integration, fine-tuned models, agentic systems - or you need any of it actually deployed and running - send me the details and I'll tell you exactly how I'd build it. 𝐓𝐞𝐜𝐡: ComfyUI, SDXL, Flux, LoRA, Stable Diffusion, DreamBooth, PyTorch, OpenCV, GPT-4, Claude, Llama, LangChain, LlamaIndex, Neo4j, CrewAI, AutoGen, OpenClaw, Pydantic AI, Microsoft Semantic Kernel, NotebookLM, MCP, n8n, RAG, Pinecone, Chroma, FAISS, Runware, Promptfoo, Langfuse, Python, FastAPI, APIs and Webhooks, Supabase, Convex DB, Docker, Kubernetes, AWS, GCP, MS Azure, Oracle Cloud, RunPod, Modal, Fal.ai, Local GPUs based Infrastructure and its configurations. Note: I don't take on NSFW, adult, or explicit content projects.

I build production-grade 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐑𝐀𝐆 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬, 𝐝𝐚𝐭𝐚 𝐬𝐜𝐢𝐞𝐧𝐜𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 that achieve 𝟲𝟬–𝟴𝟬% 𝗽𝗿𝗼𝗰𝗲𝘀𝘀 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 in live enterprise environments across healthcare, fintech, recruitment, and operational workflows. With a 𝐏𝐡.𝐃. 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐨𝐟 𝐒𝐭𝐮𝐭𝐭𝐠𝐚𝐫𝐭 (𝐆𝐞𝐫𝐦𝐚𝐧𝐲) and a Habilitation from 𝐆𝐞𝐨𝐫𝐠𝐢𝐚 𝐓𝐞𝐜𝐡 (𝐔𝐒𝐀), I bring a rare combination of real-world production engineering experience and deep academic research expertise in 𝐚𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐬𝐲𝐬𝐭𝐞𝐦𝐬. If you need an AI system that actually works in production, handles edge cases, logs every decision, and integrates cleanly into your existing operations that is exactly what I build. 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Autonomous systems that reason, plan, and execute real tasks: • MCP-based orchestration routing tasks across sub-agents in real time. • Stateful flows with conditional routing, persistent memory, and LangSmith monitoring. • Human-in-the-loop checkpoints before any irreversible action fires. • Full action logging and automatic. 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: LangGraph, CrewAI, AutoGen, OpenAI Agents, Claude, MCP, LangSmith 𝐑𝐀𝐆 & 𝐋𝐋𝐌 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • Enterprise-grade knowledge assistants. • Structure-aware chunking, hybrid semantic and metadata search. • Vector database integration for scalable retrieval • Hybrid search and structured context systems 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Pinecone, Weaviate, Qdrant, LlamaIndex, OpenAI, Claude, Mistral, graph-based retrieval 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 & 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • AI voice agents for sales, support, and operations • Real-time call reasoning and response generation • CRM integration and post-call automation • Speech-to-text and text-to-speech pipelines 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: VAPI, Twilio, ElevenLabs, Whisper, LiveKit 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 • Event-driven automation pipelines • Workflow automation for business processes • LLM layers for parsing, normalisation, and structured output at every step • API integrations with CRMs and internal tools 𝐓𝐨𝐨𝐥𝐬: n8n, Make, Zapier, HubSpot, Salesforce, GHL, FastAPI, REST APIs 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲, 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 & 𝗠𝗟 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 • Predictive ML for scoring, ranking, and classification • Ensemble models (XGBoost, Random Forest, neural networks) in production pipelines • Adaptive grading and learning intelligence systems • Real estate tokenization analytics, Python, AWS, Neo4j • LoRA / QLoRA fine-tuning with full MLOps deployment 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Python, scikit-learn, PyTorch, XGBoost, Hugging Face, FastAPI, PostgreSQL, AWS, Neo4j 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗮𝗹 𝗣𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲𝘀 • Deterministic and controlled agent workflows • Traceable retrieval systems with structured outputs • Hybrid architectures combining LLMs + external tools • Human-in-the-loop safety for critical operations • Logging, observability, and failure handling built-in • ML models and LLMs treated as composable components 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 • Production-ready AI agent systems • Enterprise RAG and knowledge systems • End-to-end automation pipelines • API-driven AI integrations • Scalable, maintainable AI architectures 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐒𝐭𝐚𝐜𝐤 • 𝗟𝗟𝗠𝘀: Claude, GPT-4o, Gemini, Mistral, open-source models via Hugging Face routed across providers based on latency and cost tradeoffs using OpenRouter • 𝗔𝗴𝗲𝗻𝘁 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: LangGraph, CrewAI, LangChain, AutoGen, MCP orchestration • 𝗥𝗔𝗚 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: Pinecone, Weaviate, Qdrant, Milvus, graph-based retrieval, hybrid semantic + metadata search • 𝐕𝐨𝐢𝐜𝐞 & 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥: VAPI, ElevenLabs, Twilio, Whisper, LiveKit • 𝗙𝗶𝗻𝗲-𝘁𝘂𝗻𝗶𝗻𝗴 & 𝗔𝗱𝗮𝗽𝘁𝗮𝘁𝗶𝗼𝗻: LoRA, QLoRA, domain-specific model evaluation, Hugging Face deployment pipelines • 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧: n8n, Make, Zapier, webhook pipelines, REST APIs, HubSpot, Salesforce, Gmail, Microsoft 365, GHL • 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: Python, FastAPI, TypeScript, PostgreSQL, Redis, Docker, CI/CD • 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝: React, Next.js, Tailwind CSS for AI-powered dashboards, operational interfaces, and client-facing agent portals • 𝗖𝗹𝗼𝘂𝗱 & 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: AWS, Azure, GCP, Docker, Kubernetes, CI/CD pipelines 𝐋𝐞𝐭’𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐚𝐧𝐝 𝐦𝐚𝐤𝐞 𝐲𝐨𝐮𝐫 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐚 𝐫𝐞𝐚𝐥𝐢𝐭𝐲!

Most AI agents fall apart when they hit real business logic. Mine don't. As a Senior AI Developer and AI Engineer, I build autonomous systems that cut manual workflows by up to 85% — the kind your team will wonder how they ever lived without. 📩 Send your brief — I'll reply within 2 hours with a concrete action plan. 🏆 Why work with me? 🥇 Senior AI Developer and OpenAI developer with a track record of production-ready systems. 🥇 Expert AI Agent architect, agentic AI developer, and AI agent saas specialist delivering 10x ROI across SaaS, E-commerce, and Fintech. 🥇 Top-Rated AI Chatbot Developer — OpenAI developer, Bolt AI Developer, chatbot developer, and GPT-4 expert. 🥇 AI voice chatbot and AI voice assistant builder — AI voice VAPI, AI phone agent, and AI call agent systems that work 24/7. ❇️ Custom AI Agent & Autonomous Systems As a dedicated AI Developer, I build robust business logic — not wrappers. My AI Agent architecture relies on LangChain, LangGraph, and CrewAI. As an AI Developer with LangChain and Zapier expertise, I connect AI agent automation workflows to Slack, Shopify, and enterprise backends. Every AI Agent doubles as a 24/7 AI sales agent. As a Bolt AI Developer and AI web developer, I ship AI agent saas systems with front-end developer AI interfaces. As an OpenAI developer and generative AI agent specialist, the OpenAI API, GPT-4, and ChatGPT sit at the core of every AI Agent build. My AI agent python and AI agent n8n experience covers every layer of the automation stack. ❇️ AI Voice Chatbot, AI Phone Agent & AI Call Agent As an AI voice chatbot and AI voice assistant specialist, I build AI voice VAPI systems, AI phone agent flows, and AI call agent pipelines for sales, support, and AI agent real estate. My AI voice chatbot covers AI voice clone, AI voice chat, AI voice call, and WhatsApp AI chatbot channels. My AI agent real estate deployments use AI phone agent flows to qualify leads 24/7. ❇️ AI Chatbot Developer & Chatbot Development As an AI Chatbot Developer, I build bots for WhatsApp, Telegram, and Web. My chatbot development covers Botpress, Voiceflow, ManyChat, and custom Python backends — GPT chatbot, OpenAI chatbot, and Telegram chatbot solutions. As a chatbot developer and AI bot developer, I integrate GPT-4, ChatGPT, and LLM backends. My AI ml developer and AI software developer background ensures every chatbot development is production-ready. ❇️ LLM Engineering, AI Agent RAG & Advanced RAG As a senior AI LLM Developer, I eliminate hallucinations for enterprise. My AI agent rag and advanced RAG pipelines rely on Pinecone, Weaviate, and Milvus. As a Generative AI Developer, I handle LLM prompt engineering for OpenAI, Anthropic, and Llama. Medical documentation agent AI RAG is a specialist engagement for healthcare clients. ❇️ AI Agent for Sales, CRM & Digital Marketing Automation As an AI Agent architect and AI Backend Developer, I build AI sales agent and business development automation covering HubSpot marketing automation, Zoho marketing automation, digital marketing automation, YouTube automation, and social media marketing automation via API integration Python. My AI agent real estate and AI agent marketing work covers full-funnel automation pipelines. ❇️ Machine Learning, AI Deep Learning & Data Science As a machine learning expert, AI deep learning specialist, and data scientist, I build computer vision models using PyTorch and TensorFlow. My work covers Python data analysis, AI data analytics, Python web scraping, and AI classifier builds. As a Python full stack developer and AI app developer, I handle API integration Python, analytics engines, and AI model training. 🛠️ Tech Stack AI Developer / Python developer / Python full stack developer: Python, FastAPI, Docker, AWS. AI voice developer / AI video developer: ElevenLabs, AI voice VAPI, AI-generated voice-over. AI software developer / AI bot developer / AI ml developer: AI app development, AI builder. Data Scientist: AI data analytics, ML model evaluation, Python web scraping. ❇️ AI SaaS & Full Stack AI As a Full Stack AI SaaS Developer, I build web application development platforms. As a Bubble Developer AI and iOS Developer AI, I cover no-code and mobile AI. As an AI web developer and Bolt AI Developer, I bring speed and depth to every AI SaaS engagement. 🌐 Enterprise · Startup · Deep Tech For Enterprises: Lead AI Developer and machine learning consultant — multi-agent systems for 500k+ users, AI agent real estate pipelines, and AI voice chatbot for enterprise sales. For Startups: AI Chatbot Developer, Python full stack developer, and AI web developer shipping AI Agent, AI phone agent, and AI chatbot fast. For Deep Tech: AI deep learning, AI agent rag, and medical documentation agent AI RAG — every data scientist insight made actionable. 👉 Send me your brief — I'll reply within 2 hours with a free AI strategy session. Last Update: 03/07/2026

I work on machine learning and statistical data analysis with Python. I have a Master’s in Computational Physics, and I’m used to working with noisy data, testing models carefully, and turning complex data into clear results. What I can help with: Machine learning Statistical analysis Data cleaning Python automation Data visualization Clear reports

Hit me up for a free consultation or Audit. Most AI projects fail not because of bad ideas, but because nobody builds the right system behind them. I have delivered over 50 AI solutions across real estate, SaaS, healthcare and marketing. Not prototypes. Production systems. The kind that run daily, process hundreds of records and do not need me babysitting them. Clients describe me as committed to quality, clear in communication and someone who defines the right architecture before writing a single line of code. 𝗚𝗼𝘁 𝗮𝗻 𝗔𝗜 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝘁𝗵𝗮𝘁 𝗻𝗲𝗲𝗱𝘀 𝘁𝗼 𝗯𝗲 𝗯𝘂𝗶𝗹𝘁 𝗽𝗿𝗼𝗽𝗲𝗿𝗹𝘆? 𝗛𝗶𝘁 𝗜𝗻𝘃𝗶𝘁𝗲. Let's figure out the right architecture together. 𝗥𝗲𝗰𝗲𝗻𝘁 𝗵𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀: Automated 235+ daily CRM records for a real estate firm using AI powered inbound calling agent and multi-agent LangGraph orchestration. Built a Retrieval-Augmented Generation (RAG) knowledge assistant on Azure OpenAI for a healthcare SaaS platform. Worked as a Senior Voice-AI system engineer, integrated Retell and ElevenLabs for an enterprise medical company. Fine-tuned Meta MusicGen on a 30,000 track sonic library using PyTorch and Hugging Face, deployed on AWS/GCP. If any of that matches what you are trying to build, send me an invite. I respond within 0 to 4 hours. 𝗠𝘆 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: LLM & AI Core LangChain, LangGraph, GPT-4, Azure OpenAI Service, Retrieval-Augmented Generation (RAG), LLM Prompt Engineering Voice & Conversational AI Conversational AI, Natural Language Processing, Twilio API, AI Agent Development Automation & Workflows n8n, Make, Zapier, GHL, Airtable and Business Process Automation ML & Deep Learning PyTorch, Hugging Face, Deep Learning, Computer Vision Cloud & Infrastructure Microsoft Azure, AWS, GCP, CI/CD ------------------------------------ Use these keywords to find me Keywords: Artificial Intelligence, Machine Learning, Python, LangChain, LangGraph, LLM Prompt Engineering, Retrieval-Augmented Generation, RAG, Azure OpenAI Service, Azure Cognitive Services, Microsoft Azure, GPT-4, Natural Language Processing, Natural Language Understanding, Chatbot Development, AI Chatbot, Conversational AI, Voice AI, Twilio API, AI Agent Development, API Integration, API Development, Automation, n8n, Make, Zapier, Airtable, Business Process Automation, Multi-Agent Systems, Generative AI, Generative Models, Hugging Face, PyTorch, TensorFlow, Deep Learning, Computer Vision, OpenCV, LlamaIndex, Semantic Search, Microsoft Graph API, Outlook API, SaaS, Cloud Computing, AWS, GCP, Google Cloud Run, Next.js, Vercel, Docker, React, JavaScript, AI Builder, AI Model Integration, Web API, Botpress, Voiceflow, Stack AI, Nanonets, Microsoft 365 Copilot, Stable Diffusion, Audio Processing, Music Generation, Database Architecture, Architecture Consultation

I build AI-powered SaaS platforms, AI agents, and launch-ready MVPs that get startups to paying users fast. Python, FastAPI, React, Next.js, and LLM integrations (OpenAI, Claude, Gemini), end to end: architecture, build, deploy, iterate. Most recent: a $15K+ production SaaS with voice agents, RAG document intelligence, and real-time analytics, live with active users today. What I build • AI agents & automation — voice agents, multi-step workflows, LLM orchestration (LangChain) • RAG & document intelligence — vector search with Pinecone, Chroma, Weaviate • Full-stack MVPs — auth, Stripe billing, role-based access, admin panels, cloud deploy • Scalable backends — FastAPI, Django, Node.js, PostgreSQL, Redis • Frontend — React, Next.js, TypeScript, Tailwind How I work I help you validate what's feasible, flag what's risky, and ship the version that reaches users and revenue fastest. Clear communication, honest timelines, no surprises. Industries: healthcare, legal tech, logistics, e-commerce, HR tech, education. 📩 Building an AI product, agent, or automation? Message me your use case — I'll tell you what's feasible, what to avoid, and how to get to production fast. 𝗙𝗿𝗲𝗲 𝟯𝟬-𝗺𝗶𝗻 𝗰𝗼𝗻𝘀𝘂𝗹𝘁𝗮𝘁𝗶𝗼𝗻.