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rahulkfernandes/README.md

Hi 👋, I'm Rahul Kenneth Fernandes

  • 👀 I’m interested in Machine Learning, Data Science, Statistics and Software Engineering

  • 🌱 I’m currently a graduate student at Rochester Institute of Technology in the MS Data Science program

  • 📫 How to reach me rahulkfernandes@gmail.com

Connect with me:

rahul-kf

Skills and Tools:

  • Programming Languages: Python, C++, SQL, R, Java

  • Machine Learning & AI: PyTorch, TensorFlow, scikit-learn, NLP, LLMs (Fine-tuning), Hugging Face

  • Data Engineering & Cloud: PySpark, Kafka, Airflow, SQL & NoSQL (PostgreSQL, MySQL, MongoDB), GCP, AWS, OCI

  • Mathematical Modeling: Convex, Quadratic & Differentiable Optimization, Numerical Methods, Statistical Modeling, Time Series Forecasting, Linear Algebra, Probability Theory

  • MLOps & Deployment: FastAPI, Flask, Django, Docker, CI/CD, Git, Linux/Unix

  • HPC / Performance: CUDA, MPI, Distributed Computing

  • Visualization: Tableau, Matplotlib, plotly

Pinned Loading

  1. Banking-System-Lambda-Architecture Banking-System-Lambda-Architecture Public

    Credit card transaction processing system using the Lambda Architecture with stream and batch processing components, as well as a serving layer to query the data.

    Python

  2. Fraudulent-Job-Posting-Detection Fraudulent-Job-Posting-Detection Public

    Machine Learning classifier to detect fraudulent job postings based on their title, description and meta data

    Python

  3. Healthcare-Data-Normalization-and-Vizualization Healthcare-Data-Normalization-and-Vizualization Public

    Healthcare data normalization and migration from CSV to MySQL. Visualization using Tableau for business analysis.

    Python

  4. High-Dim-Regression-MSE-Optimization High-Dim-Regression-MSE-Optimization Public

    High-dimensional predictive modeling and optimizing MSE for robust Regression

    R

  5. Asset-Portfolio-Allocation-with-Unsupervised-Learning Asset-Portfolio-Allocation-with-Unsupervised-Learning Public

    Explores Unsupervised Machine Learning techniques for portfolio allocation

    Python 2