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rahulkfernandes/README.md

Hi 👋, I'm Rahul Kenneth Fernandes

  • 👀 I’m interested in Machine Learning, Statistics, Software Engineering and Quantitative Finance

  • 🌱 I’m an MS Data Science graduate from Rochester Institute of Technology

  • 📫 How to reach me rahulkfernandes@gmail.com

Connect with me:

rahul-kf

Skills and Tools:

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

  • Machine Learning & Deep Learning: PyTorch, TensorFlow, scikit-learn, numpy, pandas, SciPy, NLP, Optuna

  • Mathematics & Statistics: Linear Algebra, Statistical Modeling & Learning, Regression Analysis, Probabilistic Modeling, Bayesian Methods, Time Series Forecasting, Convex & Differentiable Optimization

  • Data Engineering: PySpark, Kafka, Airflow, Database Design & Management (PostgreSQL, MySQL, MongoDB), ETL, Batch & Stream Pipelines

  • Software Engineering: FastAPI, Flask, Docker, Cloud Computing (GCP, AWS, OCI), Unit & Integration Testing, CI/CD, Git

  • High Performance Computing: CUDA, MPI, Distributed Computing

  • Visualization: Tableau, PowerBI, Matplotlib, seaborn, plotly, streamlit

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  1. Financially-Guided-Deep-Portfolio-Optimization Financially-Guided-Deep-Portfolio-Optimization Public

    An end-to-end portfolio optimization framework that embeds financial objectives and portfolio construction into hyperparameter tuning and training of neural networks.

    Python 1

  2. 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

  3. 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

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

    High-dimensional predictive modeling and optimizing MSE for robust Regression

    R

  5. Batch-Processing-System-with-Sales-Forecasting-for-Tigers-Candy Batch-Processing-System-with-Sales-Forecasting-for-Tigers-Candy Public

    Python

  6. Hubbles-Constant-and-Age-of-The-Universe Hubbles-Constant-and-Age-of-The-Universe Public

    EDA, estimating Hubble's Constant and approximating the age of the universe.

    R