atulkumar-ds

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Atul Kumar atulkumar-ds

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AI & Data Science Student @ IIITDM Kurnool | DSA in C++ | ML Systems from Scratch | Aspiring AI Engineer

IIITDM Kurnool
India
https://www.linkedin.com/in/atul-kumar-iiitdm/

atulkumar-ds/README.md

Hi 👋, I'm Atul Kumar

AI & Data Science Student at IIITDM Kurnool

🚀 About Me

🎓 2nd Year B.Tech in Artificial Intelligence & Data Science
💡 Interested in Machine Learning, Data Science & Problem Solving
🧠 Strong in Python, DSA, and ML Algorithms from Scratch
🎯 Goal: Become a Data Scientist / AI Engineer
🚀 Actively building end-to-end Machine Learning projects

🛠️ Tech Stack

💻 Languages

📊 Data Science

🤖 Machine Learning

Concepts:
Bias-Variance Tradeoff | Overfitting | Underfitting
Confusion Matrix | Precision | Recall | F1 Score

📂 Featured Projects

🔹 ML Algorithms From Scratch

Implemented Linear Regression, KNN, Decision Tree & Naive Bayes from scratch
Built core logic manually without using sklearn
Implemented evaluation metrics (Accuracy, MSE, R2 Score)

🔹 Contact Book CLI App

CLI-based contact management system
Implemented add, edit, delete, search & block features
Data stored using JSON

📈 Current Focus

Data Structures & Algorithms
Advanced Machine Learning
Building Real-World ML Projects

📊 GitHub Stats

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📫 Connect With Me

LinkedIn: (https://www.linkedin.com/in/atul-kumar-iiitdm/)

Pinned Loading

DSA-Practice DSA-Practice Public

Structured Data Structures & Algorithms practice in C++ (LeetCode based)

C++
ML-Algorithm-From-Scratch ML-Algorithm-From-Scratch Public

Machine Learning Algorithms implemented from scratch using NumPy and Python.

Jupyter Notebook
startup-dashboard startup-dashboard Public

Jupyter Notebook
Instructor-Effectiveness-Analysis Instructor-Effectiveness-Analysis Public

Data science project analyzing instructor effectiveness using machine learning, exploratory data analysis, and student engagement metrics.

Jupyter Notebook
atulkumar-ds atulkumar-ds Public