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harkirat-data/README.md
Harkirat Singh Saggar

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Hacktoberfest 2026 DEV Badge    Hacktoberfest 2026 IRL Sticker Pack — Winner Best Open-Source AI Project

Hacktoberfest 2026 - Fest Attendee (DEV Community)  ·  Winner - Best Open-Source AI Project (AegisHarness · AKI Hacks × Hacktoberfest 2026)

01 — whoami About Harkirat Singh Saggar 02 — system map Project ecosystem 03 — projects Projects by Harkirat Singh Saggar 04 — telemetry Development telemetry
GitHub statistics and repository languages GitHub contribution activity
05 — the route Development timeline Project and learning experience 06 — stack Technical stack Current status

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  1. Decode-Neural-Networks Decode-Neural-Networks Public

    Neural networks built entirely from scratch using NumPy. Every forward pass, loss, backpropagation, and gradient is coded by hand, then verified against TensorFlow/Keras. Learn what deep learning f…

    Jupyter Notebook 4

  2. Valens Valens Public

    Valens is an autonomous cyber-deception platform for real-time MITRE ATT&CK correlation and RAG-powered SOC incident investigation

    Python 5 2

  3. LunarLanding-Agent LunarLanding-Agent Public

    Deep reinforcement learning agent trained with PPO, Stable-Baselines3, and PyTorch to solve Gymnasium's LunarLander-v3 with smooth, fuel-efficient landings.

    Jupyter Notebook 2

  4. AegisHarness-Hacktoberfest AegisHarness-Hacktoberfest Public

    🏆 Winner - Best Open-Source AI Project | Hacktoberfest -2026 | AegisHarness: Tri-Workload Zero-Trust AI Agent Security Sandbox

    HTML 3