Hey there,
I'm Kevin. I'm passionate about building elegant analytics solutions to help organizations solve complex business problems with clarity and impact.
I'm currently working on ESG data analytics at Center for Impact, building custom LLM pipelines and dashboards to support research and sustainability strategy development.
My approach to analytics is pragmatic – choosing the most effective, and often the simplest, method that solves the problem and speaks to the demand of cross-functional teams.
Let's chat! – kevinpeng2025@gmail.com
Outside of work, I like to spend my time playing music, playing tennis, taking photos, watching films, and cooking good food to share with friends.
SKILLS
Programming & Tools
Python (NumPy, pandas, scikit-learn, Dash) · R · SQL · Gurobi
Jupyter Notebooks · Git · Tableau · Power BI · Advanced Excel
Statistical & Machine Learning Methods
Linear & Logistic Regression · Classification · Clustering · Ensemble Methods
Feature Engineering · Regularization (L1, L2) · Wrapper Methods
Causal Inference & Experimental Design
A/B Testing · Difference-in-Differences (DiD) · Regression Discontinuity (RDD) · Instrumental Variables (IV) · Panel Data Analysis
AI & Automation Workflows
OpenAI APIs (File Search, Thread) · Prompt Engineering · JSON Parsing · PDF Extraction · Concurrent Processing · Python Automation
Data Science Foundations
Statistics · Machine Learning · Causal Inference · Optimization · Data Management · Data Visualization
Applied Analytics
Customer Analytics · Operations Analytics · Competitive Analytics
Time Series & Forecasting
ARIMA · SARIMA · Exponential Smoothing · STL Decomposition · VAR · VECM · Forecasting & Backtesting · Time Series Feature Engineering · Cross-Correlation
EDUCATION
UCLA Anderson School of Management
Master of Science in Business Analytics
University of California, San Diego
B.S. in Mathematics–Economics, Minor in Music
Shanghai High School International Division
High School Diploma