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Hands-On Experience & Projects

EV Battery Life Prediction (XGBoost & Gradient Boosting)

Python notebook with theoretical explanations and machine learning implementation for predicting battery life using XGBoost and Gradient Boosting algorithms. [View on GitHub]

Dice Roller (GitHub) as part of learning AI and understanding probability distribution

A simple but interactive dice simulation project demonstrating Python logic and UI visualization. [View on GitHub]

LCM Quiz of NPTEL MOOC "Designing Learner-Centric MOOCs” course by Prof. Sridhar Iyer (IIT Bombay)

Created an interactive web-based quiz on this course as an Ed-Tech professional. [View web page]

Twiddle Factor Visualizer to teach slow learners Euler identity and calculating phase factor for discrete Fourier transform

Interactive tool to visualize FFT twiddle factors. [View Tool]

Signal Visualizer as an interactive teaching tool under signals and systems

A real-time tool to visualize and interact with signals. [Try It Here]

Coding & Visualization Platforms

NLP Game (CodePen) for AI interactive content

A gamified natural language processing activity designed for student engagement. [View on CodePen]

Decision Boundary (Colab) to apply my learning under minor in AI

Google Colab-based visualization of decision boundaries for classifiers. [Open in Colab]

Chitkara Logo Animation (Colab) to explore Python concepts with animation and coordinates

The animated logo was created using Python and Matplotlib in Google Colab. [Open in Colab]