Projects

• ▶ darkwire -Send bitcoin without the internet over LoRa radio mesh networks
  ↗ darkwire
  
  An open source framework to send bitcoin without the internet over LoRa (long range) radio mesh networks.
  
  Decrypt article
  
  
• ▶ ironeye -AI powered air to surface auto targeting system
  ↗ ironeye
  
  A multi-modal AI system for auto targeting and NLP based control of agents (military aircrafts) simulated in War Thunder. Won 3rd place at HAL Aerothon 2025.
  
  Kaggle dataset
  
  
  
• ▶ cybergrad -A toy autograd library built from scratch using cupy for GPU support
  ↗ cybergrad
  
  A simple autograd library implemented from scratch using cupy instead of numpy for GPU processing. Written to get a more fundamental understanding of autograd.
• ▶ chat-with-jfk-files -Chat with 2,300+ declassified JFK assassination documents
  ↗ chat-with-jfk-files
  
  Web app to search and chat with the 2025 JFK file release. Built with ChromaDB, Python, and HTMX.
• ▶ tinyrag -Lightweight plug-and-play RAG framework for Ollama-based LLMs
  ↗ tinyrag
  
  A minimal RAG framework designed to integrate with various LLM endpoints with minimal complexity.
• ▶ TheOmniscientOne -Chat with your own data across PDFs, docs, images and YouTube transcripts
  ↗ TheOmniscientOne
  
  One of my early attempts to make LLMs multi-modal -uses GPT-3.5 Turbo and Llama Index to query custom data across PDFs, docs, images and YouTube transcripts via natural language.
• ▶ Delamain -Teaching a car to drive using linear regression on gameplay screenshots
  ↗ Delamain
  
  A weekend project inspired by Navlab -captures gameplay screenshots mapped to keyboard inputs and uses linear regression to autonomously control a vehicle.
• ▶ NanoGPT-Kannada - GPT-2 trained on TinyBasavanna, a custom Kannada dataset
  ↗ NanoGPT-Kannada
  
  Trained NanoGPT on TinyBasavanna, a custom Kannada dataset I made, demonstrating transformer architecture works equally well with non-ASCII scripts.
• ▶ ICE -Intrusion Countermeasures Electronics: server hardening toolkit
  ↗ ICE
  
  A collection of hardening scripts and firmware for servers and networks, including passive defences and honeypots.
• ▶ MNIST-CNN -CNN in PyTorch achieving 99.40% on MNIST
  ↗ MNIST-CNN
  
  Three convolutional layers with dropout regularization trained over 10 epochs on the MNIST handwritten digits dataset.
• ▶ silverhand -Cybernetic arm using piezoelectric sensors and servo control
  ↗ silverhand
  
  Prosthetic arm prototype built in C++ mapping piezoelectric sensor input to servo angles, with plans for a hydraulic-based second version.
• ▶ eyePGP - Generate cryptographic keys from iris biometric data
  ↗ eyePGP
  
  A biometric authentication system that deterministically generates Ed25519 key pairs from iris patterns, exporting PGP-compatible keys without ever storing them.
• ▶ wikitok - Scrollable Wikipedia
  ↗ wikitok
  
  Wikipedia reimagined as an infinite scroll feed, making knowledge discovery more engaging.
• This page is a work in progress.