About Me

I am currently based in Texas, am a Senior Member of Technical Staff at AT&T, and studying Computational Data Analytics at the Georgia Institute of Technology. I enjoy blending my deep experience in data analytics, machine learning, and software engineering to transform data into actionable insights and innovative solutions.

Education

Master of Science in Analytics (Computational Data Analytics)
Georgia Institute of Technology

Bachelor of Science in Information Technology and Systems
The University of Texas at Dallas

Professional Highlights

  • AT&T Logo

    AT&T

    Senior Member of Technical Staff

  • AT&T Logo

    AT&T

    Broadband Advanced Analyst

  • AT&T Logo

    AT&T

    Metrics Reporting Analyst

  • AT&T Logo

    IHS Markit

    Data Implementation Analyst

  • AT&T Logo

    Sabre Corporation

    Software Developer

My Toolbox

  • Languages Python
    R
    SQL (PL-SQL / T-SQL)
    C
    JavaScript
  • Libraries Pandas
    NumPy
    Scikit-learn
    PyTorch
    PySpark
  • Presentation Power BI
    Tableau
    Matplotlib
    Seaborn
    Plotly Dash
    D3.js
  • Databases Palantir
    Snowflake
    Databricks
    Azure
    AWS

Analytics Focused Projects

These projects emphasize data analysis and predictive modeling, leveraging various machine learning techniques and tools.

Project Description Tools Repo Overview
Neural Network Drought Prediction Neural network model for multiclass classification to predict drought levels using meteorological data. Data preprocessing, model building, hyperparameter tuning, and evaluation. Python, PyTorch, SMOTE, PCA GitHub Repo See More
NLP Movie Spoiler Detector Various data engineering techniques and multiple machine learning models and neural networks are employed to identify reviews that contain spoilers. Python, PyTorch, sklearn, nltk, SMOTE, PCA GitHub Repo See More
Semantic Artist Similarity Analysis Analyzed artist similarity, building and analyzing artist similarity networks using NetworkX and visualization with Plotly. Python, NetworkX, Plotly, D3.js GitHub Repo See More
Rental Pricing Predictor and Dashboard XGBoost model for predicting apartment rental prices. Data collection, aggregation, and model fine-tuning for optimal accuracy and robustness. Python, XGBoost, Scikit-learn GitHub Repo See More
Used Car Data Scraping and Analysis Automatically scraping data from Cars.com using BeautifulSoup. Pipeline to scrape data on several vehicle models, clean, and analyze the data. Python, BeautifulSoup GitHub Repo See More

Custom Machine Learning Projects

These projects focus on implementing machine learning algorithms from scratch, providing deeper insights into their workings.

Project Description Tools Repo
Custom Clustering Custom classes for KMeans and DBSCAN from scratch, allowing for multiple clustering evaluation measures. Python, Numpy GitHub Repo See More
Custom Ensemble Learning Custom classes for creating random forest classifiers and regressors, and for gradient boosted decision tree classifiers and regressors. Python, Numpy GitHub Repo See More
Custom Neural Network Custom classes for creating and training neural networks from scratch. Python, Numpy GitHub Repo See More

Other Projects

These projects explore various computational problems, algorithm implementations, and optimization challenges.

Project Description Tools Repo Overview
Maze Path Finder Implementing and visualizing algorithms for maze path finding in 2D and 3D. Python, Curses, Ursina GitHub Repo See More
Terminal Tetris Game Simple terminal-based Tetris game built with the curses library in Python. Python, Curses GitHub Repo See More
Conway's Game of Life Conway's Game of Life using Pygame for graphics and Numpy for array operations. Optimized drawing, pause/resume functionality, and more. Python, Pygame, Numpy GitHub Repo See More
One Billion Row Challenge Various methods for processing one billion rows in Python as fast as possible. Python, Pyspark, Dask, DuckDB, multiprocessing, Polars GitHub Repo See More

Leadership and Organizations

Dallas CASA (Court Appointed Special Advocates) (2021 - Current)
Recruitment Chair, Delta Tau Delta Fraternity, UT Dallas (2016 - 2020)