John Tran Email & Phone Number

Ho Chi Minh City, Vietnam

Business Intelligence - Business Development

Berkeley, California, United States

Chemoproteomic Analysis of Methionine Redox Sites.

Berkeley, California, United States

ULTA Beauty Consulting Project:• Performed RFM Analysis on the purchase history of customers for each of the Ulta’s 10 products yielding 30 features and clustered weekly, monthly, and yearly aggregate of the RFM data• Performed computation and grouping of inter-cluster movements into movement types, analyzed defining characteristics of different movement types, and identified causal factors of different movement types• Developed Heuristic/Causal ML model for the relating changes in actions to movement types

Ho Chi Minh City, Vietnam

AI & Big Data TeamPropensity Score Model:The Propensity Score Model is used to assist the MoMo FastMoney Lending Campaign by increasing the conversion rate of loan submissions. The model does so by grading and selecting users that are most likely to submit a loan request while increasing the efficiency of sending notifications.• Cleaned and wrangled datasets with 10+ million rows• Analyzed a dataset with 4+ billion rows to find relationships between submissions and contacts in phonebook for feature engineering.Google Cloud Platform Cost Dashboard:The GCP Cost Dashboard is used to help other AI & Big Data Department members monitor their costs and forecasted costs to modify and allocate their resources accordingly. The forecast model forecasted costs that were at most 1% off from the actual costs when testing using data from previous months (e.g. using data from May to predict data in June).• Cleaned and wrangled datasets with over 30+ million rows • Built a forecast model similar to the Google Cloud Billing cost forecast to predict the total cost through any given timeframe using current and past data.• Constructed a dashboard with info such as actual/forecasted cost by service name, project name, SKU, and team that can be viewed through any selected timeframe using Google Data Studio.• Set up an ETL process to automate the process of data flow.

Berkeley, California, United States

Fortnite Consulting Project: • Worked with Epic Games' Scholastic Esports Manager to expand Fortnite's popularity on college campuses.• Sent surveys to collect data and analyze UC Berkeley students’ opinions towards Fornite.• Categorized the students into two groups, Fornite players and non-players, to analyze any patterns within two groups, and presented recommendations based on our analysis.

Berkeley, California, United States

• Organized club-wide socials such as Big/Little Night, Family Feud Night, and a Game Night that ranges from 60-70 attendants.

Berkeley, California, United States

• Prepared notes about Cal VSA's weekly agendas to report to other VSAs from NorCal VSA.• Helped plan Cal VSA general meetings and cultural events with up to 100 attendants.• Participated in fundraisers organized by Cal VSA.

Berkeley, California, United States

CrimeAware Consulting Project:• Helped CrimeAware explore the market of crime mapping and guided CrimeAware on how to develop and utilize their situational awareness patented technology.SuitUp Consulting Project:• Analyzed the trends of non-profit organizations and research which social media platforms (e.g., Facebook, Instagram) for SuitUp to focus on and how to efficiently expand their marketing on.

M.S. Applied Data Science

B.A. Data Science & B.A. Economics

Activities and Societies: • Big Data at Berkeley • Business Careers in Entertainment Club • Optimir Consulting • Cal VSA

High School Diploma, 9-12

Activities and Societies: • Dorm Prefect: Worked with prefects and faculty members from 6 dorms to plan events such as Dorm Olympics (up.