Oviedo, Florida, United States
Feel free to reach out and connect at [email protected]!
- Owned the full ML lifecycle end to end for a demand forecasting and inventory system, from data cleaning and feature engineering through model development and deployment - Architected a two-model system combining unsupervised clustering with a gradient-boosted forecaster, and developed a novel uncertainty calibration technique to improve prediction reliability on sparse-history products - Built a frontend dashboard for planners to query model outputs directly, plus an ensemble layer blending multiple base models for improved accuracy
- co-founded this initiative to provide baked goods and treats to the local domestic violence shelter and homeless shelters - baked goods and collaborated with community bakeries and companies to provide $5000 and counting worth of baked goods - reached 250 people so far
Developing algorithms and solvers for perfect-information games, utilizing combinatorial game theory and data structures(SQL) to map state spaces and determine optimal strategies under Professor Dan Garcia
- Engineered scoring pipeline across 15+ metrics (MMLU-Pro, HHEM/FCS, etc.) to benchmark an AI system; identified inference bottlenecks and model output friction points to improve response quality and efficiency - Automated evaluation framework to process 10K+ model outputs - consulting club project
Developed a Monte Carlo model to quantify the marginal cost of service-levels and engineered a markdown engine with Go/No-Go frameworks processing datasets across 500+ SKUs to deliver insights via 3 mediums for varying technical levels