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Gandheesh-SA/README.md

πŸ‘‹ Hi, I'm S.A. Gandheesh

M.Tech Computer Science @ Amrita Vishwa Vidyapeetham
Full-Stack Engineer β€’ AI & Computer Vision Researcher β€’ Builder

πŸš€ MERN β€’ πŸ€– Generative AI β€’ πŸ‘οΈ Computer Vision β€’ 🧠 Knowledge Engineering


🧠 Who Am I?

I am a Computer Science postgraduate focused on building intelligent, end-to-end systems that combine:

  • 🌐 Scalable full-stack architectures
  • πŸ€– Modern machine learning & generative AI
  • πŸ“Š Data-driven decision systems
  • 🧠 Research-oriented problem solving

I enjoy turning research into production, leading teams, and solving real-world engineering problems.


🧩 Core Expertise

🌐 Frontend

βš™οΈ Backend

πŸ—„οΈ Databases

πŸ› οΈ DevOps & Tools


πŸ€– AI / ML & Computer Vision

Technologies & Models

  • YOLOv8 β€’ SAM2 β€’ Scikit-Learn
  • BART β€’ MarianMT β€’ OCR
  • Vision pipelines β€’ NLP systems

πŸ’Ό Professional Journey

πŸš€ Co-Founder & Head of Development β€” Get Your Toast
  • Built a MERN + LLM platform powered by Groq AI
  • Automated message delivery via WhatsApp Cloud API
  • Led architecture, backend & deployment
πŸ‘οΈ Computer Vision Research Intern β€” Schneider Electric
  • Automated P&ID symbol detection
  • YOLOv8 + SAM2 + OCR β†’ ISA-compliant asset registry
🌍 Application Developer Intern β€” Telesto Energy
  • Large-scale seismic data visualization
  • Interactive inline / crossline / timeline navigation
βš™οΈ Research Intern β€” Bosch Global
  • Backend development for industrial simulation systems
  • OPC Server ↔ DeviceBridge integration

πŸš€ Selected Projects

πŸ™οΈ Citizen

Civic issue reporting & community platform
MERN β€’ Role-based dashboards β€’ Analytics
πŸ”— https://github.com/Gandheesh-SA/Citizen

πŸŽ₯ Action Detection

Video-based action classification system
OpenCV β€’ ML β€’ 85% accuracy
πŸ”— https://github.com/Gandheesh-SA/Action-Detection

🚦 Safe Route

Accident prediction using ML (kNN)
πŸ”— https://github.com/Gandheesh-SA/SafeRoute

πŸ“„ OCR + LLM Research

Error correction using transformer models
πŸ“‰ 35% Word Error Rate reduction


πŸ§ͺ Research & Publications

πŸ“„ 3 Peer-Reviewed Publications

  • I2CT International Conferences
  • Journal of Information & Knowledge Management

Focus: OCR β€’ NLP β€’ Transformer-based correction systems


🎯 Research & Engineering Interests

  • Full-Stack Systems Engineering
  • Applied Machine Learning
  • Generative & Multimodal AI
  • Knowledge Graphs & Semantic Computing

πŸ† Academic & Competitive Achievements

πŸ… GATE – Top 6%
πŸ›οΈ UPSC CSE Prelims Qualified β€” 2023 & 2024


🀝 Leadership & Community

  • Co-Chairman β€” Dhwani Literary Club
  • Executive Member β€” FACE & CodeChef Chapter
  • ACM Web Development SIG Member

πŸ“Š GitHub Analytics


β€œI build systems that learn, reason, and scale.”

Pinned Loading

  1. Action-Detection Action-Detection Public

    Python

  2. CalciExpress CalciExpress Public

    JavaScript

  3. cbse-analysis cbse-analysis Public

    CSS

  4. Citizen Citizen Public

    JavaScript 1

  5. Occasio Occasio Public

    Venue Management Application

    JavaScript

  6. SafeRoute SafeRoute Public

    JavaScript