• Architected Azure AI solutions using Cognitive Services, Azure ML, and Computer Vision APIs for real-world enterprise projects
• Optimized ML workflows through model evaluation, A/B testing, and performance monitoring techniques

• Developed a real-time MERN chat application supporting 100+ concurrent users with low-latency messaging
• Implemented WebSocket-based messaging and optimized database queries, reducing response time by 30%

Tech Stack: C++17 Multi-threading PCAP TLS/SNI Parsing

• Achieved real-time network traffic classification across 10+ app types (YouTube, Facebook, DNS) by parsing TLS SNI fields from raw PCAP bytes using a 4-thread Fast Path pipeline
• Reduced per-packet processing latency by distributing load across 16 parallel threads via consistent hash-based producer-consumer queues

Tech Stack: MongoDB Express React Node.js

• Supported 100+ concurrent users with sub-100ms message delivery using WebSocket-based full-duplex communication on MERN stack
• Reduced database query response time by 30% by optimizing MongoDB indexes and restructuring API endpoints

Tech Stack: Python PyTorch Transformers DNABERT-2-117M Streamlit CLI

• Enabled zero-shot species detection on raw DNA sequences with 90%+ inter-species accuracy by fine-tuning DNABERT-2-117M on Human and Chimpanzee genome datasets
• Reduced manual biodiversity analysis time by building an end-to-end Streamlit interface that classifies eDNA sequences and generates reports in under 5 seconds

Step 1: In your profile repo Amanjha112113/Amanjha112113, create .github/workflows/snake.yml

Step 2: Paste this:

name: Generate Snake

on:
  schedule:
    - cron: "0 0 * * *"
  workflow_dispatch:

jobs:
  generate:
    runs-on: ubuntu-latest
    timeout-minutes: 10
    steps:
      - uses: Platane/snk/svg-only@v3
        with:
          github_user_name: ${{ github.repository_owner }}
          outputs: |
            dist/github-contribution-grid-snake.svg
            dist/github-contribution-grid-snake-dark.svg?palette=github-dark

      - uses: crazy-max/ghaction-github-pages@v3.1.0
        with:
          target_branch: output
          build_dir: dist
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

Step 3: Actions tab → Generate Snake → Run workflow → Done ✅