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Sampath7890/README.md

Hey there, I'm Sampath 👋

AI & ML Engineer in the making · Web Developer · Student
B.Tech CSE (AI & ML) @ Keshav Memorial College of Engineering (KMCE), Hyderabad

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🚀 About Me

  • 🎓 3rd year B.Tech CSE (AI & ML) student at KMCE, Hyderabad
  • 🤖 Currently learning Python · Mathematics · Machine Learning · Deep Learning from scratch
  • 💻 Building real projects every week as part of a structured self-study plan
  • 🌱 Passionate about applying AI to solve real-world problems
  • 🎯 Goal: AI/ML Engineer

🛠️ Tech Stack

Languages Python JavaScript Java

AI & ML (Learning) NumPy Pandas Scikit-learn


📚 Current Learning Journey

I'm following a structured 4-phase plan to master AI & ML from scratch. No deadlines. Just deep understanding.

Phase Topics Status
Phase 1 Python · NumPy · Pandas · Linear Regression · Math Foundations Completed
Phase 2 Sklearn Pipelines · Classification · Random Forest · SQL In Progresss
Phase 3 XGBoost · SHAP · PCA · Streamlit Deployment ⏳ Upcoming
Phase 4 Neural Networks · CNNs · RNNs · Transformers · Fine-tuning ⏳ Upcoming

📌 Featured Projects

(Projects will be pinned here as I build them)

Project Description Stack Status
🌾 Crop Yield Predictor Predicts crop yield for Indian agriculture Python · Pandas · Sklearn ⏳ Coming
🏙️ Hyderabad Rental Estimator Predicts apartment rent in Hyderabad Python · Random Forest · Streamlit ⏳ Coming
🩺 Student Burnout System Detects burnout risk in college students XGBoost · SHAP · Streamlit ⏳ Coming
🔍 Telugu Fake News Detector Fine-tuned BERT for Indian fake news HuggingFace · LoRA · Streamlit ⏳ Coming

⭐ Star my repos if you find them useful — it means a lot!

Pinned Loading

  1. aiml-daily-grind aiml-daily-grind Public

    Day-by-day AI/ML roadmap — 5 phases, 33 weeks, 12 projects. From Python to GenAI. Built by a student, for students. 🚀

    HTML 37

  2. ML-phase1-foundation ML-phase1-foundation Public

    Learning Python, Math & ML from scratch — day by day study plan with projects

    Jupyter Notebook 3

  3. ML-phase2-foundation ML-phase2-foundation Public

    Learning Core Machine Learning from scratch with Scikit-learn, feature engineering, model evaluation, and real-world projects. One commit every day.

    Jupyter Notebook 1