Hi, welcome to my Github page.
I enjoy exploring my areas of interest doing projects that both teach me new skills and are useful, too.
โ
Linux with Open Source tools
โ
Python with OOAD, Design Patterns
โ
Data Science/ML: EDA, Feature Engineering/Selection, Modelling/Hyperparameter Tuning/Evaluation
โ
Deep Learning: ANN/CNN/LSTM applications, Time Series, NLP(Sentiment Analysis, Topic Modelling)
โ
Data Science/ML/DL libraries: sklearn, keras, spacy, numpy, pandas, plotting
โ
Pandoc/Latex, Git, Github, technical blogging with videos and podcasts
๐น Briefly an extractive multilingual text summarizer.
๐น ML from Scratch an attempt to implement ML algorithms from scratch.
๐น Algorithms Cutaway an animated cutaway of searching and sorting algorithms.
๐น Health-pred ML-based prediction of diabetic and cardiovascular conditions with Flask deployment.
๐น Churn Prediction using Keras/ANN with Flask deployment.
๐น Various Kaggle Data Science/ML/DL project notebooks covering a wide range of datasets and techniques.