A curated collection of hands-on Python projects for exploring core topics in data science, machine learning, deep learning, generative AI, and web development. Ideal for experimentation, learning, and showcasing practical skills.
Mini coding challenges and utility scripts — from BMI calculators to cellular automata.
Projects and notebooks covering:
- NumPy and Pandas training
- Data cleaning, manipulation, and visualization
Classical ML models, including:
- Classification (e.g. diabetes, iris)
- Clustering (e.g. KMeans)
- Pipelines, outlier detection, and regression
End-to-end neural network workflows using TensorFlow and Keras:
- Image classification (Cats vs Dogs, MNIST)
- Medical and structured data models
LLM-based prototype using Gradio + HuggingFace Transformers:
llm_chat_phi3.ipynb– a local chatbot running Phi-3 with timeout handling and optimized inference.
Designed as a learning environment for full-stack development and Django + API integration experiments