Benjamin Leung Email & Phone Number

New York, NY, US

Menlo Park, CA, US

San Francisco, California, US

Seattle, WA, US

San Francisco, California, US

Completed projects for the mobile game teams as a member of the Product Data Science Team individually and in cross-functional groups. Built model tools, using time series, deep learning, and tree models, to make predictions using different game related features, such as an ARPDAU model using in game events as predicting features, allowing PMs to plan out.

New York, NY, US

• Developed several data science projects as part of an intensive 3-month Data Science program focused on various aspects of Machine Learning, statistical learning, data acquisition, feature engineering, data.
• Developed a time series ensemble model and flask app to make 1 day twitch viewership predictions (MAE ~ 6000 for 30k-50k viewership)
• Analysis on game direction for high budget games with topic modeling and sentiment analysis
• Created a screening model for hurricane damage with imbalanced data (1 to 50) using Logistic Regression & Random Forest (F2 Score = 0.48)
• Modeled and analyzing the value of 400+ ski resort lift passes with web scraped data and Linear/Polynomial Regression (R^2 = 0.66)

Rancho Dominguez, California, US

• Managed equipment and procured material for a design-assist project of a new hundred million dollar pharmaceutical pilot
• Wrote submittals for procured materials worth over 1 million dollars
• Maintained equipment trackers, material matrices, RFI and submittal logs
• Led meetings regarding coordination issues on behalf of Murray Company between all subcontractors, contractors and clients

Concord, CA, US

• Analyzed as-built drawings for biotech processes and utilities, instrumental to providing scope of work for biotech plant construction
• Managed equipment lists for lab and plant, ensuring deadlines for commissioning plants were met
• Spec’ed out and procured electrical and process equipment with software
• Coordinated purchases with vendors, ensuring the correct and timely purchases for clients

Stanford, CA, US

• Developed a portfolio model for evaluating shale gas/liquids mineral interests for acquisition by Stanford Petroleum Investments Fund. Portfolio model capabilities include production forecasting with decline curves.
• Assisted with development of decision support package for a direct investment in the Haynesville Shale Gas Play.

• Conducting environmental assessments on property, soil and ground water sampling, site inspections
• Writing CSA and MOE standard reports

Ann Arbor, Michigan, US

• Conducted tuberculosis drug computer simulations
• Studied drug delivery with biomaterials
• Experimented on microsphere formation with polycaprolactone

Master Of Science (Ms), Chemical Engineering

Bse, Chemical Engineering

Stanford Ignite

Education record