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  • SRM Institute of Science and Technology
  • India
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Monish-KS/README.md

Hi 👋, I'm Monish K S

Machine Learning Engineer • Software Developer • Researcher

🚀 Building AI-driven systems with real-world impact 🌍 From India | 🎓 B.Tech CSE (AI & ML) @ SRM IST

🔭 Currently Working On

🌱 Currently Learning

  • Genetic Algorithms & Evolutionary Optimization
  • Advanced ML system design & scalable backend architectures

🧠 Research & Projects

🔥 Wildfire Segmentation (Research Project)

Tech: PyTorch, FPANet, DualSegFormer, RGB–Thermal Fusion, QGIS

  • Designed transformer-enhanced FPANet for SAR imagery
  • Built Improved DualSegFormer for RGB–Thermal UAV data
  • Implemented attention-based multimodal fusion & deep supervision
  • Evaluated on FLAME 3 and LANDSAT 8 datasets

🌾 AgriSense – Smart Irrigation & Monitoring

Tech: TypeScript, Tailwind, Node.js, Three.js, Firebase, Convex

  • Real-time weather-based irrigation planning
  • Center pivot irrigation simulation for optimized water usage
  • AI-driven crop and resource recommendations

🚜 Kharif Knights – Smart Farming Platform

Tech: React, TypeScript, Python, HuggingFace

  • Pest & disease detection
  • Yield optimization and resource planning
  • Deployed on Vercel for rural accessibility

💼 Experience

Software Development Engineer Intern

TMRW House of Brands | Jun 2025 – Present

  • Built full-stack inventory & style management platform
  • Implemented RBAC for vendors & admins
  • Designed activity logging using Pino for auditability
  • Tech stack: Next.js, TypeScript, Prisma, PostgreSQL

🏆 Achievements

  • 🥇 Winner – Spectrum’25 (VIT Chennai)
  • 🥈 Runner-up – TensorCraft’25 (NIT Trichy)
  • 🏅 Finalist – Police Hackathon 3.0 (Greater Chennai Police)

🧰 Languages & Tools

🌐 Connect With Me

📫 Email: monishks2406@gmail.com
📄 Resume: https://drive.google.com/file/d/12PvnvulFRgIACsOiS4ap-l5BSLORTcXJ/view?usp=drive_link

⚡ Fun fact: I can focus… most of the time 😄

Pinned Loading

  1. DL_and_ML_On_FPGA DL_and_ML_On_FPGA Public

    This repository contains implementations of various machine learning (ML) and deep learning (DL) algorithms, showcasing their performance on FPGA and GPU platforms. The project evaluates models inc…

    VHDL 2

  2. Banking-App Banking-App Public

    Dawn Banking app is a mordern banking platform

    TypeScript

  3. Kharif-Knights Kharif-Knights Public

    TypeScript 4

  4. SurfaceTempPredictor SurfaceTempPredictor Public

    Python

  5. RAG_Implementation RAG_Implementation Public

    Jupyter Notebook

  6. notofaque notofaque Public

    Forked from TinTurtle/notofaque

    Python