"404 Not Found — But Still Building."
🧠 whoami bash> whoami 404Avinash — Avinash Jha
role 1st Year CSE @ ABES Engineering College, Ghaziabad
focus ML Pipelines · AI Agents · System Architecture · Product Thinking
recent_win 2nd Place — Claw & Shield, IIT Delhi TRYST '26 | ₹12,000 Built a cryptographically governed legal AI agent in 36 hours. Every action: signed, verified, immutably logged.
currently_learning Web Dev · Python · C++ · ML Systems · Edge AI
location ~/somewhere/between/reality_and_code
🏆 Highlights
EventRoleResult🏛️ Claw & Shield — IIT Delhi TRYST '26Team Lead & System Architect2nd Place · ₹12,000
🔬 What I've Built
⚖️ AI Lawyer — Cryptographically Governed Legal Agent (IIT Delhi TRYST '26)
Broke down "give AI real legal power, then prove it can't misuse it" into a working product in 36 hours.
5-gate enforcement pipeline: injection scan → policy check → Ed25519 signature → drift detection → Merkle audit Unsafe behavior is structurally impossible, not just discouraged Full backend: Python + FastAPI, ArmorIQ SDK integration, 5 live red-team attack scenarios 1800x research speedup over a human lawyer; every action signed and immutably logged
🛰️ JATAYU — Predictive Threat Forecasting System
Shifted workflows from reactive incident review to proactive, risk-aware decision-making.
Engineered 20+ features from sparse incident data Generated ~8.2M synthetic data points from ~200 base records Operator-facing dashboards: hotspot mapping, probability forecasting, scenario playback
🔍 Bittachon — Multi-Modal Trust Verification Engine
Identified binary trust scores as the core UX failure in deepfake detection — redesigned around that.
Three-pillar framework: rPPG liveness + C2PA chain-of-custody + audio-visual sync (SyncNet) Privacy-first, on-device via WebAssembly ~90% reduction in verification time vs. manual forensic pipelines
🌿 YAROK — Green Steel Systems Architecture
Designed a Hydrogen-DRI steelmaking system hitting 75-80% electrolyser utilization (vs. industry norm of 30-45%).
Tri-Layer Energy Buffer design; CBAM compliant Under 0.4 tCO2e/tonne — with a credible economic case
🖥️ NETRA — Digital Twin Threat Scoring System
Mapped operator workflows before writing a single line of code.
Streamlit dashboard: rule-based anomaly detection across terrain, movement, and sensor inputs Integrated live UAV feed data (APYUAA) Every element designed to reduce cognitive load under time pressure
⚡ GitHub Stats
📊 Contribution Graph
🧩 Tech Arsenal
📈 Profile Summary
All major projects: original concepts, built from scratch. Not templates. Not coursework.