• Leveraged scraping techniques from multiple sportsbook platforms to engineer sophisticated betting tools to help optimize betting decisions. • Founded and grew a Discord community of over 400 members, successfully conducting extensive customer discovery to refine our value proposition and drive engagement.• Developed machine learning models to identify and exploit line discrepancies in niche sports markets, specifically esports, providing actionable insights for users.

• Cleaned and preprocessed extensive SPX data sets, ensuring data integrity and reliability for analysis. Developed a streamlined code framework, meticulously structured and documented.• Extensively analyzed the Mid Spread difference between AM and PM SPX Options, pinpointing optimal time windows for trading based on factors such as days until expiration and specific times of the day.• Developed a robust time-series machine learning model, utilized XGBoost and Scikit-Learn, to forecast daily SPX Index returns using a wide array of market variables. Implemented lag features to capture temporal dependencies.• Conducted rigorous test-train set evaluations, employing cross-validation techniques and extensive backtesting to thoroughly assess the performance of the time-series machine learning model.• Performed a thorough and comprehensive analysis of all SPX indices using Bloomberg Terminal, synthesizing key insights and trends, which assisted in the formulation of informative newsletters to investors, offering valuable perspectives on the entire SPX index landscape and its implications for investment strategies.

Spreading STEM to the youth through various events. Reached over 150 students through free virtual tutoring and hosting the science spectrum summer camp during the COVID-19 pandemic, volunteered at the YELLS organization every week to show students the joys of STEM. Created 280 face shields, 500 care packages, and raised $1750.

Conducted a research study on the effects of diagrams and picture media on the organizational behavior of an office, specifically in regards to communication and efficiency. Learned about how companies operate and how to properly analyze a form-10K document for important information about a business. Learned the new limits of Microsoft PowerPoint and how to create business ecosystem diagrams that gives shareholders a very descriptive, brief description of a company.

Competition that focuses on racing CAD modeled F1 cars down 20 meter tracks: Team Manager raised over $5.5k, conducted outreach events reaching 1000 kids. Learned how to effectively use Adobe Indesign, Illustrator, and Canva for banners, logos, and portfolios. Experienced effectively managing project teams by utilizing Gaant charts and 3rd party resources like Monday.com. Qualified for the Worlds competition by finishing 4th in the Nationals Competition.

Scholarly Chess focuses on reaching disadvantaged students through chess by hosting chess tournaments and camps that would otherwise be inaccessible to them. Raised over 1000 dollars and gave over 200 kids an environment to play and improve in chess.

Hindu Temple of Atlanta Food Drive conducted to provide food and toys for poor South Asian community in Atlanta: Raised around $2500 worth in food and toys.