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howdoiusekeyboard/README.md

Typing SVG


THE DARK KNIGHT OF CODE

BATCOMPUTER TELEMETRY

GitHub Stats GitHub Streak
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MISSION BRIEFING

"It's not who I am underneath, but what I do that defines me."

GADGET LOADOUT

Module Component Technologies
The Mainframe
(Web Infrastructure)
Next.js 16 React 19 React Native Node.js TypeScript Tailwind CSS Framer Motion GSAP FastAPI Java
The Cyber-Deck
(AI/ML Engine)
Python PyTorch Hugging Face ONNX TensorFlow Scikit-Learn OpenCV Gemini LLM Ollama LangFlow Whisper CUDA
The Sentinel
(Robotics Stack)
ROS2 Humble Nav2 Gazebo C++ Linux Docker
The Fortress
(DevOps & Security)
GitHub Actions GCP Firebase Vercel n8n Cybersecurity
The Archive
(Data Layer)
MongoDB PostgreSQL SQL Firebase Firestore Neo4j Redis SQLite

MISSION LOGS

Status: ACTIVE | Classification: UNDERGRADUATE SPECIAL PROJECT

In complex environments, inexplicable machines are liabilities. Trust is failing.

  • Tactical Solution: Deployment of the Intelligent Digital Twin system. Fusing ROS2 Humble navigation stack with Gazebo simulation and Gemini LLM to create a robot with conscience.
  • Mission Parameters:
    • Conversational Memory: 5-10 turn dialogue with spatial context resolution.
    • Explainable AI: Real-time navigation explanations (<2s latency, >90% comprehension).
    • Digital Twin Anomaly Detection: ML-based deviation monitoring with >80% accuracy.
  • Tech Stack: ROS2 | Gemini-API | React-TypeScript | Gazebo | Python | Whisper | SQLite | PyTorch

PROJECT: ECOQUEST

Status: COMPLETED | AWARDED | Classification: BEST PROJECT - BITS TECH FEST

Gamified sustainability platform weaponizing psychology for good.

  • Impact: Engaged 200+ users in real-world eco-activities through competitive digital platform.
  • Tech Stack: React-Native | Gamification Engine | Sustainability Analytics.

Status: PRODUCTION | Classification: GRAPH DATABASE MANAGEMENT SYSTEM

Data fragmentation in academic research is critical. Vital connections between papers are lost in linear databases.

  • Tactical Solution: Initialization of GraphLit - a Neo4j-powered system treating literature as networks, not lists.
  • Performance Metrics:
    • Citation Query: 6ms (vs 50ms SQL).
    • Multi-Hop Chain: 24ms (vs 500ms+ SQL Recursive CTE).
  • Tech Stack: Neo4j 5.26.12 | Cypher | Graph Data Science Library 2.22.0 | OpenJDK 17

Status: COMPLETED | AWARDED | Classification: HEALTHCARE AI

AI-powered prescription reminder chatbot for elderly care using Botpress and Telegram API.

  • Mission: Demonstrably improved medication adherence through empathetic, timely interactions.
  • Recognition: 1st Place Winner - HACK-A-BOT Hackathon 2025.

PROJECT: SATELLITE

Status: RESEARCH COMPLETE | Classification: COMPUTER VISION RESEARCH

Breakthrough: 5.7x speedup on 2048x2048 satellite imagery using Vision Transformers with adaptive resolution feature extraction.

  • Technical Achievements:
    • Baseline (Sliding Window): 9408ms per image (81 ViT passes).
    • Adaptive (Attention-Guided): 1796ms per image (5.7x faster).
    • Feature Similarity: 88.4% maintained accuracy.
  • Model: ViT-Large with SatMAE pretrained weights (FMoW dataset).
  • Tech Stack: PyTorch | Vision Transformers | CUDA | timm | UC Merced Land Use Dataset



"I'm whatever Gotham needs me to be."

- The Dark Knight


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  1. ros2_navigation_project ros2_navigation_project Public

    Voice-controlled ROS 2 navigation system using Gemini 2.5 Flash for natural language command parsing. Features a real-time React dashboard and full Nav2 integration.

    Python

  2. graphlit-expansion graphlit-expansion Public

    Academic citation network expansion using OpenAlex API and Neo4j

    Python

  3. indian-address-parser indian-address-parser Public

    Production-grade NLP system for parsing Indian addresses using IndicBERTv2-CRF

    Python