CS Engineering student at VVCE, Mysuru, building under DebugLeaf. Focused on Edge AI, TinyML, full-stack AI systems, and computer vision. Currently researching offline conversational AI for resource-constrained devices. Open to SWE / AI-ML / Backend / Research internships.

PRISM — offline conversational AI on a Raspberry Pi 4B, subject of an accepted ICIDTSM 2026 paper 🏷️ Edge AI NLP Embedded

SkySentinel — browser-based AI drone disaster-response simulator with A* pathfinding & swarm coordination 🏷️ Next.js Three.js Swarm AI

DebugLeaf — my build identity, spanning research, full-stack AI, and hackathon prototypes 🏷️ Systems Full-Stack AI

📄 A Hybrid Contextual Reasoning Architecture for Fully Offline Conversational AI on Resource-Constrained Edge Devices — extended abstract on PRISM, accepted at ICIDTSM 2026, IIT Madras Co-authors: Kiran A V, Om M Doddamani, Kishor A V, Jeevan Nullipady Mallya, A B Rajendra

🧪 ML Model Compression for Embedded Systems — CNN/Transformer compression pipeline (low-rank factorization, quantization, dynamic scaling) 🏷️ LoRA MCUNet Tucker Decomposition HAWQ-V2 Once-for-All

☕ Java — OOP fundamentals via projects like a Java Airline Reservation System & Smart Delivery Route Optimizer 🧮 DSA — ongoing practice, incl. a Graph Theory / Dijkstra's seminar with interactive demos ⚙️ Backend Dev — Flask, Supabase, SQLite across ML APIs & full-stack platforms 🏆 Hackathons — regular participant, shipping full products in 24-hour windows 🇯🇵 Japanese — learning alongside technical work

• Extended abstract on PRISM accepted at ICIDTSM 2026, IIT Madras
• Full academic research paper on ML model compression for embedded systems
• Graph Theory / Dijkstra's algorithm seminar for VVCE's Math Tea Club
• Multiple hackathon builds shipped end-to-end under tight deadlines

_{Snake animation powered by a Platane/snk GitHub Action — see workflow below.}

name: snake
on:
  schedule: [{cron: "0 */6 * * *"}]
  push: {branches: [main]}
  workflow_dispatch: {}
permissions:
  contents: write
jobs:
  generate:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: Platane/snk@v3
        with:
          github_user_name: leafyte
          outputs: dist/github-contribution-grid-snake-dark.svg?palette=github-dark
      - uses: crazy-max/ghaction-github-pages@v4
        with: {target_branch: output, build_dir: dist}
        env: {GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}}