Building production AI agent systems. Python · FastAPI · TypeScript · AWS · Docker · LLMs

Built at Electronic Arts | Got director approval for sprint inclusion

An autonomous multi-agent platform that takes a Jira ticket and writes, tests, and commits production code — without human intervention unless needed.

Architecture:

• ECS Fargate + SQS for scaling to 100+ concurrent agents
• Containerized execution with isolated sandboxes per task
• Human-in-the-loop approval gate for package installs and risky changes
• ChromaDB vector memory for cross-ticket context
• WebSocket terminal UI with real-time git diff viewer
• Reviewer + orchestrator agent pattern for multi-file conflict resolution

Stack: Python · FastAPI · Docker · AWS ECS · SQS · ChromaDB · WebSockets

🎥 Watch Demo | Backend Repo | Dashboard Repo

Reached best score of 67 after 600+ games

Built a reinforcement learning agent that teaches itself to play Snake using Q-learning and PyTorch. No hardcoded rules — the agent learns entirely from reward signals.

Stack: Python · PyTorch · Q-Learning · Reinforcement Learning

Repo

• Agentic Systems — multi-agent orchestration, tool use, human-in-the-loop workflows
• LLM Pipelines — RAG, vector search, prompt engineering, memory management
• Backend Infrastructure — FastAPI, async systems, distributed queues, containerization
• AI at EA — built production SQL summary generation agent and autonomous coding platform

AI Systems Engineer @ Electronic Arts (via P99Soft)

• Built OrbIT — autonomous Jira-to-code agent platform
• Built SQL-driven summary generation agent for internal reporting
• Shipped production AI systems used by engineering teams

Co-Founder @ ContactSwing

• Built AI voice agent platform from 0 to paying customers
• Open-source infrastructure, multi-tenant architecture