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progmatix21/README.md

Atrij Talgery

◾ Computer Science professional
◾ Data Science/Machine Learning practitioner

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.

🔷 Skills

✅ Linux with Open Source tools
✅ Python with OOAD, Design Patterns
✅ Data Science/ML: EDA, Feature Engineering/Selection, Modelling/Hyperparameter Tuning/Evaluation
✅ Deep Learning: ANN/CNN/LSTM applications, Time Series
✅ Deep Learning: NLP(Classification, Sentiment Analysis, Topic Modelling, Summarization, Chatbots)
✅ Data Science/ML/DL libraries: sklearn, keras, spacy, numpy, pandas, plotting
✅ Pandoc/Latex, Git, Github, Docker, technical blogging with videos and podcasts

🔵 Products

🔹 Briefly an extractive multilingual text summarizer.
🔹 Health-pred ML-based prediction of diabetic and cardiovascular conditions with Flask deployment.

🔵 Projects & Case studies

🔹 Topic modelling Performance of topic models: man vs. machine
🔹 Are customer ratings reliable? The inconsistency across ratings and reviews
🔹 ML from Scratch an attempt to implement ML algorithms from scratch.
🔹 Algorithms Cutaway an animated cutaway of searching and sorting algorithms.
🔹 Churn Prediction using Keras/ANN with Flask deployment.
🔹 Various Kaggle Data Science/ML/DL project notebooks covering a range of datasets and techniques.

Pinned Loading

  1. Briefly Briefly Public

    Briefly is a text summarizer exploiting a topic modelling algorithm.

    Python 1

  2. ML_from_scratch ML_from_scratch Public

    Implementations from scratch of some ML models

    Python 1

  3. Algorithms_cutaway Algorithms_cutaway Public

    Repository of cutaway algorithms

    Python

  4. DS_TimeSeries_gh DS_TimeSeries_gh Public

    Time Series analysis of Microsoft stock price using autoARIMA.

    Jupyter Notebook

  5. ML_ChurnPred_gh ML_ChurnPred_gh Public

    Churn Prediction using Keras/ANN with Flask Deployment.

    Jupyter Notebook

  6. NTTDHack2022 NTTDHack2022 Public

    NTT Data AI Hackathon 2022 submission team ATR21

    Jupyter Notebook