AI Operations & Autonomy

I don't just use AI.
I partner with it.

Building autonomous AI agents that ship production systems. Every project here was architected, coded, and operated with AI partners running 24/7.

Build Timeline

February 2026

AI Infrastructure Bootstrap

Deployed autonomous AI agent infrastructure on Mac mini. Built OpenClaw gateway with Telegram/Discord integration, persistent memory systems, and 24/7 operational capability.

OpenClawNode.jsTelegram APIDiscord APILLM Integration

February 2026

Mission Control Dashboard

Real-time AIOps monitoring with WebSocket streaming. Agent orchestration, process management, automated health checks, and live system telemetry.

PythonWebSocketReactFastAPIAgentOps

March 2026

AOC Production API

Enterprise-grade REST API for Agent Operations Center. Async endpoints, SQLAlchemy ORM, PostgreSQL persistence, full Swagger documentation.

FastAPISQLAlchemyPostgreSQLDockerSwagger

March 2026

Political Money Intelligence

Autonomous surveillance system for congressional trading. Real-time House/Senate disclosure scraping, ML-powered trade signal detection, Telegram alerts.

PythonBeautifulSoupTelegram BotMLCron

March 2026

Polymarket Whale Detection

ML signal engine for prediction market intelligence. Decision tree classifiers, whale movement detection, automated portfolio tracking.

Pythonscikit-learnpandasPolymarket APIML

March 2026

Agent Skills Marketplace

Published "sacred-rules" skill to ClawHub. 13 config safety rules, JSON Schema validation, automated backup procedures, security audit capabilities.

Agent SkillsJSON SchemaDocumentationOpenClaw

March 2026

Quant Trading System

Building autonomous market making system. Python-based quant framework with real-time data ingestion, risk management, and order execution.

PythonNumPyPandasREST APIsAWS

March 2026

jaythakur.com + Memory System

AI-powered personal website with vector-searchable memory. Built with Next.js, deployed on Vercel, integrated with OpenClaw for dynamic content.

Next.jsVercelVector SearchOpenClawTailwind

About

18 years in software consulting taught me one thing: the best tool is the one that gets the job done. In 2026, that tool is AI.

This site isn't built with "AI assistance" — it's built with AI as a partner. I direct, AI executes. I validate, AI iterates. The result: production systems that would have taken weeks now ship in hours.

The timeline above isn't just projects — it's proof that the future of software development isn't about choosing between human and machine. It's about knowing when to lead and when to delegate.

Let's Build Something

Need someone who knows how to direct AI to ship real systems?

Get In Touch