Warren B. Lim, Jr.

818-***-**** ad2l6q@r.postjobfree.com https://www.linkedin.com/in/warren-lim-735605242/ EDUCATION Bachelor of Arts in Data Science with a Science, Technology and Society Emphasis s University of California, Berkeley Graduation : 05/2023 Relevant Coursework The Structure and Interpretation of Computer Programs, Data Structures, Foundations of Data Science, Principles & Techniques of Data Science, Data Mining & Analytics, Data Engineering, Probability for Data Science, Introduction to Machine Learning & Data Analytics, Introduction to Full Stack Web Development Technical Skills Python, Pandas, Seaborne, SQL, Java, MongoDB, HTML/CSS, JavaScript, GitHub, Figma, React, WordPress, Google Ads Creator & Analyst

WORK EXPERIENCE Talino Venture Labs, Los Angeles 06/2022 – 08/2022 Financial Data Analyst Intern

Performed growth marketing, demographic research to understand targeted customers in areas such as Hawaii and Alaska and mix panel data analysis on users’ monthly financial activity (remittances and transactions).

Created Google and Facebook ads, worked with keyword search matching, and analyzed conversion data to improve advertisement methods.

Private Tutor, UC Berkeley 08/2015 – 06/2021

Tutor

● Tutored over 20 students weekly in subjects such as Math, English, Code, and other Data Science related topics assisted them to get a B or better.

PROJECT EXPERIENCE Code for Good, UC Berkeley 02/2023 – 05/2023 Web Developer

● Worked with non-profit organizations to positively impact communities through technology solutions like web-projects.

● Collaborated with OneSky to redesign their website using Figma and WordPress. Factors That Affect Student GPA, UC Berkeley 03/2023 – 05/2023 Data Scientist

● Collected data features like living conditions, race, etc., on UC Berkeley undergraduates to understand what certain factors affect student GPA. Logistic regression used to determine which students had excellent academic standing.

● Used linear analysis to predict GPA based on features and identified features contributed the most to a student’s performance using feature selection, VIF and out-of-sample R-squared evaluation. Dayton, OH Eviction Judgments Predictions, UC Berkeley 10/2022 – 12/2022 Data Scientist

● Used neighborhood demographic data and ML methods to understand the relationship of landlord awards in eviction cases to neighborhood and lawsuit demographics using the Python programming language & Google Collab platform.

● Used linear regression to predict judgment amount, k-means clustering to see a pattern in the visual distribution of the neighborhood demographics and awards variables, and decision trees and feed-forward neural networks to predict a tenant’s race, gender, and judgment category.

Cook County, Illinois Housing, UC Berkeley 05/2022 Data Scientist

● Predicted house prices in Cook County, Illinois using Pandas, Seaborne, NumPy, and Matplotlib to develop data processing pipelines.

● Prepared training and validation sales data, linear regression and pipeline models (RMSE) to make price predictions, and data visualizations to understand our data processing pipelines performance. COMMUNITY INVOLVEMENT Pilipinix Academic Student Services, UC Berkeley 09/2019 – 12/2019 College Outreach Program

● Led and coordinated program events targeted towards uplifting the academic needs of vulnerable non-traditional student populations, like understanding financial aid, managing enrollment, introducing campus resources, and empowering community gatherings.

REFERENCES Winston Damarillo 310-***-****

Founder from Talino Venture Labs ad2l6q@r.postjobfree.com