Prediction wasn't enough. I build things that decide and act.
Now building agentic systems in Bengaluru, hunting for Agentic AI / ML Engineer roles at startups doing the real thing, and working toward my own agentic AI company.
Currently building: multi-agent orchestration with MCP, pushing SOC Copilot from single-agent workflows toward full agent-to-agent decision-making.
SOC Copilot — Desktop SIEM copilot powered by four collaborating MCP agents: recon, reputation, exposure scan, and report. Underneath: a hybrid Isolation Forest + Random Forest model hitting 99.88% accuracy on CICIDS2017.
TARS — An autonomous coding agent that doesn't quit when one model fails. Gemini 2.5 Flash falls back to Nemotron, then Qwen, with cooldown tracking so it never stalls. Level 6 on AgentArena/BigCodeBench.
Portfolio — Every page, post, project, and certification updates from the backend. No redeploys, no touching code.
Python FastAPI Django REST Scikit-learn Pandas PyQt6 MCP N8N Splunk SQLite MySQL
Learning now: React Tailwind Docker
Anthropic Academy — MCP · Deloitte Cyber Security (Forage)
GitHub · LinkedIn · Portfolio · Google Developer Profile · karu.praneeth@gmail.com

