I'm a senior software engineer with 10+ years of experience, originally trained in Electronics & Communication Engineering — which means I've always been fascinated by the full stack: from signals to systems to the software built on top of them.
Today I focus on Agentic AI systems — building multi-agent pipelines that do real-world research, forensic analysis, and automation, not just chat. I particularly love the engineering challenge of making LLM-powered systems reliable, not just impressive.
When I'm not shipping code, I teach high school mathematics and enjoy breaking down complex technical concepts into things anyone can understand. That same instinct drives my writing on Substack and my YouTube channel.
🎯 My superpower: I can navigate between a low-level circuit diagram and a high-level LLM orchestration graph without losing context. Rare combo.
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Multi-agent forensic accounting for Indian stocks Detects accounting irregularities, governance risks & value traps in NSE/BSE companies. Five parallel agents (Forensic, Management, RPT, Market Intelligence, Narrative) orchestrated via LangGraph, synthesized into a "Detective Story" report.
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Daily autonomous research pipeline for special-situation investing Monitors NSE/BSE filings for insider trades & corporate events, then runs a 4-level deep-research pipeline (DeepSeek V3 + Qwen). Persists insights in PostgreSQL with
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AI that reads your logs so you don't have to — at 3 AM Ingests production logs, clusters them with HDBSCAN, flags anomalies with Isolation Forest, investigates root causes via cross-encoder reranked RAG, and drafts fixes for human approval. Human-in-the-loop learning improves recommendations over time.
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AI-powered drug information assistant A conversational tool for looking up medicines, active ingredients, and substitutes — built with a clean, fast React frontend and an intelligent backend that surfaces the right information quickly and safely.
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Languages & Runtimes
Frontend
AI / ML
Infra & Data
⚡ This section auto-updates via GitHub Actions — check back for my latest Substack posts and YouTube videos.
- Building more reliable agentic systems (the harness matters as much as the model)
- Forensic accounting automation for Indian public markets
- Low-level systems — revisiting the ECE roots
- Value investing through the lens of AI-assisted research