Machine Learning • Data Science • Research • Full Stack Development

🎓 M.Tech (Integrated) CSE - Data Science student at SRMIST KTR

📊 Interested in:

• Machine Learning & Deep Learning
• Computer Vision & Environmental AI
• Full Stack Development
• Predictive Analytics
• Research & Sustainability Systems

🌱 Currently working on:

• Urban Green Space Optimizer → AI system using U-Net segmentation
• Retail Web App → Customer + Staff + Admin ecosystem
• Groundwater Prediction Projects
• Improving coding profiles & ML knowledge

💼 Experience:

Data Science Intern — CodSoft

📍 Tamil Nadu, India

LinkedIn

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📧 Email: umugash07@gmail.com
📱 Phone: +91 9933209738

Python • Java • JavaScript • TypeScript • SQL

PyTorch • TensorFlow • Pandas • NumPy • Scikit-learn • OpenCV

React • Node.js • MongoDB • Supabase • FastAPI

Git • GitHub • Jupyter • VS Code • Figma

AI-powered sustainability platform using:

• U-Net CNN
• PyTorch
• FastAPI
• Streamlit
• Satellite imagery

Generates:

✔ Plantable zones
✔ CO₂ sequestration estimation
✔ Sustainability Index

Developed for Janaki Guru Enterprises

Includes:

• Customer website
• Staff APK
• Admin dashboard
• Barcode scanning
• Dynamic pricing
• Inventory system

GAN-based AI system for:

Black & White → Realistic Color Image Restoration

Tech:

TensorFlow • OpenCV • Deep Learning

Role-based MERN application for restaurant operations.

✔ ISRO — Geodata Processing using Python

✔ NPTEL — Intro to Machine Learning

✔ NPTEL — Programming in Java

✔ NIELIT — Frontend Development

💻 Solving problems consistently and improving ML + DSA skills

✔ Strengthen Machine Learning foundations

✔ Build production-ready projects

✔ Research publication experience

✔ Prepare for Data Science internships

✔ Improve DSA & coding consistency

"Learning by building real-world solutions."