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    Anshul E.C.

    Systems Security & AI Engineer | Aspiring Graduate Researcher Building at the intersection of threat detection, industrial control systems (ICS/OT) security, and financial risk intelligence.


    Research & Development Focus

    I design and implement security-hardened systems, edge telemetry validation gateways, and deep learning pipelines. My work focuses on:

    • Industrial Control Systems (ICS/OT) Security: Zero-trust broker enforcement, PLC simulation, and Stuxnet-proof policy gateways.
    • Agentic AI & Threat Intelligence: Multi-agent orchestration (LangGraph) for automated risk quantification and attack classification.
    • Deep Learning Forensics: Document forgery classification (CNNs + Explainable AI) and video anomaly tracking (YOLOv8 + LSTM Autoencoders).

    Featured Projects

    ProjectResearch & Engineering FocusCore Stack
    aegis-icsZero-trust MQTT gateway featuring Stuxnet-proof AI-policy enforcer, trust scoring engine, and ESP32 hardware loop simulation.Python, Flask, MQTT/TLS, ESP32, C++
    aegis-bankMulti-agent threat detection and financial risk blast radius quantification pipeline built with LangGraph and FastAPI.LangGraph, FastAPI, React, PostgreSQL
    bergg-tactical-reconUrban recon HUD and Wi-Fi heatmapping framework integrating ESP32 sensor scanning with MapLibre GL.FastAPI, React, MapLibre GL, Docker, ESP32
    digital-surveillance-systemReal-time surveillance tracking and anomaly detection using YOLOv8, DeepSORT, and an LSTM Autoencoder.PyTorch, OpenCV, YOLOv8, FastAPI
    image-forgery-detectionForgery detection pipeline processing Error Level Analysis (ELA) through fine-tuned CNNs and Grad-CAM spatial explanations.PyTorch (ResNet), Streamlit, OpenCV

    Technical Stack

    • Languages: Python (Advanced), C/C++ (ESP32/Embedded), Javascript/ES6, SQL
    • AI & Computer Vision: PyTorch, YOLOv8, OpenCV, LangGraph (Multi-Agent), Hugging Face, Streamlit
    • Security & Network: MQTT/TLS, Zero-Trust Architecture, Cryptographic Verification (HMAC, JWT), WebSockets
    • Infrastructure & Tools: Docker, Docker Compose, PostgreSQL, SQLite, Git, GitHub Actions (CI/CD)

    Contact & Links


    “Complexity is the enemy of security.” — Bruce Schneier. I build systems to prove it.

    Popular repositories Loading

    1. aegis-ics aegis-icsPublic

      Zero-trust ICS/OT security gateway featuring Stuxnet-proof AI-policy enforcement, sensor spoofing detection, and automatic network isolation.

      HTML 3

    2. image-forgery-detection image-forgery-detectionPublic

      Forgery detection pipeline processing Error Level Analysis (ELA) through fine-tuned Dual-Stream CNNs and Grad-CAM.

      Python 1 1

    3. aegis-bank aegis-bankPublic

      Industrial cybersecurity risk quantification platform for OT attacks and financial exposure built with LangGraph.

      Python

    4. digital-surveillance-system digital-surveillance-systemPublic

      Real-time surveillance tracking and anomaly detection using YOLOv8, DeepSORT, and an LSTM Autoencoder.

      Python 1

    5. anshulec23-cloud anshulec23-cloudPublic

    6. anshulec23-cloud.github.io anshulec23-cloud.github.ioPublic