Research Works | Avinash Jha

📁 Google Drive 2025

NETRA: Threat Scoring & Digital Twin System

Technical documentation on building real-time threat scoring dashboards using digital twin simulation. Covers the integration of multi-sensor data fusion, terrain analysis, probabilistic anomaly detection, and UAV reconnaissance integration for IED detection.

🛡️ Digital Twin

Real-Time

Threat Scoring

Live Dashboard

5+

Sensor Signals

Multi-Source Fusion

360°

Awareness

UAV Integration

📍Route Sim

🔥Heatmaps

⚠️Anomaly Detection

📊Probability

Digital Twin Python Streamlit Anomaly Detection AI/ML

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📁 Google Drive 2026

YAROK: System-Survivable Green Steel Architecture

Comprehensive research on Hydrogen-DRI steelmaking with Tri-Layer Energy Buffer design. Covers electrolyser optimization (75-80% utilization), water strategy via Permeate Offtake Model, ore beneficiation for Indian hematite, and oxygen monetization achieving CBAM-compliance at <0.4 tCO₂e/tonne.

🌱 Green Steel

75-80%

Electrolyser Util.

vs typical 30-45%

<0.4

tCO₂e/tonne

CBAM Compliant

₹119Cr

O₂ Revenue/yr

Hidden Value

⚡Electrical

🧪Chemical (H₂)

🔥Thermal

H₂-DRI Electrolysis Energy Systems CBAM Process Engineering

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📁 Google Drive 2026

Bittachon: Rebuilding Digital Trust Beyond Deepfake Detection

Research on multi-modal verification engine with three independent pillars: Biological Invariance (rPPG pulse detection), Digital Provenance (C2PA cryptographic validation), and Physical Consistency (audio-visual sync analysis). Features "Trust Timeline" — an AI Nutrition Label for media authenticity verification.

🛡️ Trust Verification

💓

Biological Invariance

rPPG Pulse Detection

🔐

Digital Provenance

C2PA Validation

🎬

Physical Consistency

SyncNet Analysis

rPPG C2PA WebAssembly Edge AI SyncNet Deepfake Detection

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