Portfolio

Aug 2024 - Jan 2025

Alpha Capital

Leading the development and execution of core trading strategies using Spark for high-volume data processing and Amazon EMRFS for efficient data storage, driving growth for the firm’s trading operations
Building statistical models to analyze volatility patterns in the options market, utilizing Kafka for continuous data ingestion and streaming, leading to optimized strategies that increased profitability and reduced risk exposure

Mar 2024 - Jun 2024

Implemented a predictive inventory system for Small Volume Injectables using ARIMA and GRUs for forecasting, deployed via Kubernetes, and visualized in Tableau, achieving a 3.5% reduction in excess inventory waste
Deployed a ML pipeline using Flask for backend processing and Docker for containerization, applying SVMs and K-means clustering to analyze consumption patterns and optimize resource allocation, leading to a projected 1.7% revenue boost

May 2023 - Jul 2023

Implemented CI/CD pipelines, handled ETL processes for large datasets and engineered predictive models using SVR and XGBoost for Mastercard’s Carbon Calculator, achieving an adjusted R² of 0.91
Ideated an ML-driven solution for enhancing security in real-time payments for Mastercard’s nationwide innovation challenge, leading the team to secure 2nd place, with the project now under patent review

Dec 2022 - Sep 2023

Developed software utilizing GRUs and RNNs for predicting key characteristics of solid rocket propellants such as Burn Rate, Pressure and Thrust, achieving a MSE of 0.034
Engineered GAN and RL-based simulations to uncover new solid rocket propellant formulations, successfully identifying 2 mixtures moving forward to empirical testing
Designed and deployed computer vision models to accurately identify and create bounding boxes on metal casting defects achieving 95.4% precision, resulting in over 30% reduction in time to completion

Nov 2021 - Dec 2022

TalentParse

Developed a framework using Node.js, Express.js, and MySQL, containerized with Docker, and implemented a novel ML ensemble with Association Mining and Knowledge Graphs to resolve orphan entities in resumes, achieving 86% accuracy
Led the negotiations that resulted in the sale of our novel algorithm, culminating in its acquisition by the AI-based recruitment platform Rezooomex

A Straight, To-the-Point Portfolio