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Silent in Front-End but Always helping in Back-End
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Silent in Front-End but Always helping in Back-End
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aelishkumar8/README.md

Hi, I'm Aelish Kumar 👋

ML Engineer · Computer Vision · Deep Learning · AWS

🔨 Currently building

Cow Breed Classifier — Real-time computer vision app deployed on AWS EC2
Stack: TensorFlow · FastAPI · Docker · React · Gemini API
🔗 Live Demo · GitHub Repo

🧠 Skills

ML / AI

TensorFlow PyTorch scikit-learn OpenCV

Languages

Python Java JavaScript C++ SQL

Deployment & Cloud

FastAPI Docker AWS React Vercel

Data

PySpark Databricks Pandas NumPy

🚀 Featured projects

Project What it does Live
🐄 Cow Breed Classifier CV + GenAI app — identifies breed from photo, returns LLM insights. TensorFlow, FastAPI, Docker, AWS, Gemini → Demo
🎵 Audio Entity Classifier CNN + RNN pipeline classifying cat / dog / human audio with 92%+ accuracy using MFCC preprocessing → Repo
❤️ Health Risk Predictor End-to-end ML system predicting heart attack, stroke, diabetes risk. Django + Python + ML — IIT Roorkee recognised → Repo

📊 GitHub stats

🏅 Certifications

TensorFlow CNN NLP Web Dev

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