Ming Qi Email & Phone Number

Irvine, Ca, Us

Irvine, Ca, Us

Philadelphia, Pennsylvania, United States

Implemented deep reference prior model as outlined in Professor Chaudhari's paper linked below, which maximizes mutual information between weights and data for a set of atoms, allowing the neural networks to train on very small amounts of labeled data. Conducted semi-supervised learning on MINST data using deep reference prior, achieving an 82% accuracy with just 3 labeled images per category. https://arxiv.org/pdf/2202.00187

Philadelphia, Pennsylvania, United States

Researched and presented slide deck to Checkmate Capital hedge fund managers on acquisitions, targeting mismanaged waste management plants. Extrapolated trends in ESG and DEI initiatives offered by Home-Décor Companies for Shadow Client, predicting that companies in that industry were slowly cutting back on ESG and DEI programs.

Philadelphia, Pennsylvania, United States

Pitched one-year short position on Occidental Petroleum for Stock Pitch Competition, reasoning being their inefficient and unprofitable green energy carbon capture program, FTC blocking key acquisition for antitrust reasons, and volatile oil prices from conflict in the Middle East. Made a DCF model for calculating OXY valuation predicting 30% price drop YoY. Since the pitch in May, OXY has fallen 18% on the NYSE.

Chicago, Illinois, United States

Built internal app using Python Streamlit for delivery drivers to optimize their routes using the Route Optimization model developed by the Reyes Holdings Data Science team, reducing merchandiser driving operating expenses by 1-2%. Scraped coke images for optimal cooler assortment app using BeautifulSoup. Piped route parameters using SQL from app to Snowflake Database for Route Optimization Model to read.