LangGraph · LangChain · PyTorch · OpenCV · FastAPI · React/Next.js · Multi-Tenant SaaS · GCP/AWS

10+ years designing and shipping production systems across autonomous multi-agent AI, LLM-powered applications, machine learning, and computer vision, backed by high-performance backend APIs and modern full-stack, multi-tenant SaaS platforms.

Comfortable owning a project end-to-end: agent orchestration and RAG pipelines, model training and evaluation, real-time video/data pipelines, API and data-model design, and production-grade React/Next.js frontends, with the testing, observability, and security discipline to run it all reliably at scale.

Contents: What I Build · Core Stack · Best Practices · Projects

• Agentic AI Systems - Multi-agent orchestration, autonomous workflows, tool-calling agents, agent memory & state management with LangGraph, CrewAI & AutoGen
• LLM Applications - RAG pipelines (95%+ accuracy), hybrid semantic search, prompt engineering, LLM observability & tracing, vector databases at scale
• ML & Forecasting Systems - Time-series forecasting (Temporal Fusion Transformer), model training pipelines, hyperparameter optimization, experiment tracking
• Computer Vision - Real-time image/video processing, classification models, gesture recognition, webcam/WebRTC video pipelines
• High-Performance Backend APIs - FastAPI + async Python, 10k+ req/min, sub-200ms semantic search over 100GB+ datasets, microservices, gRPC, WebSockets
• Full-Stack Applications - React/Next.js 14+ (App Router, RSC), TypeScript, Tailwind CSS frontends backed by scalable Python/Node microservices
• SaaS & Multi-Tenant Platforms - Tenant-isolated data models, org/workspace-scoped RBAC, usage-based billing integrations, self-serve onboarding flows

• Agentic AI - LangGraph · CrewAI · AutoGen · Tool-Calling · Agent Memory · Multi-Agent Orchestration
• LLM & Search - LangChain · OpenAI GPT-4o/o1 · Anthropic Claude · Hugging Face · RAG Pipelines · Qdrant · Pinecone · Weaviate · Elasticsearch
• Machine Learning - PyTorch · PyTorch Lightning · PyTorch Forecasting (Temporal Fusion Transformer) · scikit-learn · Optuna · TensorBoard · pandas · NumPy
• Computer Vision - OpenCV · Image Classification · Gesture Recognition · Real-Time Video Processing · WebRTC (aiortc)
• Backend - Python · FastAPI · Django · Flask · Node.js · NestJS · GraphQL · REST · gRPC · PostgreSQL · MongoDB · Redis
• Frontend - React · Next.js · TypeScript · Tailwind CSS · Shadcn/ui · Vue.js · Redux · Zustand
• Cloud & DevOps - GCP · AWS · Kubernetes · Docker · Terraform · ArgoCD · GitHub Actions · Datadog · Grafana
• SaaS & Multi-Tenancy - Tenant Isolation (schema/row-level) · Org & Workspace Scoping · RBAC per Tenant · Stripe/Usage-Based Billing · Feature Flags · Self-Serve Onboarding
• Testing - Pytest · Jest · Cypress · Playwright · TDD/BDD · 90%+ coverage enforced

• Architecture - Clean Architecture, SOLID principles, dependency injection, async patterns, type safety (Pydantic V2, mypy strict, TypeScript strict)
• Agentic AI - Bounded autonomy, fallback mechanisms, dynamic tool selection, agent observability, safety guardrails, cost controls
• Machine Learning - Reproducible training pipelines, hyperparameter tuning with Optuna, experiment tracking with TensorBoard, train/validation/test discipline
• Computer Vision - Real-time frame processing under latency budgets, model inference optimization, robust webcam/stream capture handling
• Multi-Tenancy - Tenant data isolation, per-tenant rate limiting and quotas, tenant-aware caching, safe cross-tenant migrations
• Security - OAuth2, JWT, input validation, rate limiting, encryption
• Observability - Structured logging, distributed tracing, metrics, alerts

• AI Interview Assistant - Privacy-first Electron app with live transcription and real-time AI suggestions for interviews and coding challenges. Stack: Electron · React 19 · TypeScript · Vite · Zustand · TanStack Query · Radix UI · Tailwind CSS
• Grammar AI - Free lightweight desktop app for AI-powered grammar correction and text polishing. Stack: Python · OpenAI API · Pydantic · pywebview · React · TypeScript · Vite · Tailwind CSS · shadcn/ui
• Startup Validator Agent - Full-stack multi-agent system that validates startup ideas. Stack: FastAPI · Pydantic · OpenAI API · Tavily Search · SSE-Starlette · Next.js · React · Zustand · Framer Motion · Tailwind CSS
• Portfolio Research Agent - Multi-agent system that autonomously plans, searches, retrieves, summarizes, and synthesizes research reports, streamed live to a dashboard UI. Stack: FastAPI · LangChain · LangGraph · Qdrant · Next.js · TypeScript · Docker Compose
• Healthy Meal Copilot API - AI-powered meal planning backend combining multiple LLMs for personalized recommendations. Stack: FastAPI · Pydantic V2 · MongoDB (PyMongo) · Qdrant · OpenAI/Gemini/Claude APIs · JWT Auth (python-jose) · Pytest · Ruff · Mypy
• Travel Planner Agent - Multi-agent travel planning tool where five agents research in parallel and synthesize a complete trip package via real-time streaming. Stack: FastAPI · OpenAI API · Tavily Search · SSE-Starlette · Next.js · React · Leaflet · Framer Motion · Zustand · Tailwind CSS
• Healthcare RBAC Platform - HIPAA-conscious Provider Operations Platform demo replacing manual billing approval with an auditable, role-based system. Stack: FastAPI · MongoDB (Motor, async) · Pydantic V2 · JWT Auth (python-jose, bcrypt) · Next.js · React · Tailwind CSS · Docker

Open to contract, consulting, and full-time roles in Agentic AI, LLM systems, backend, and full-stack development.