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 engineering robust data pipelines and delivering analytical solutions that empower executive decision-making at Bank OZK.
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
Languages & Core Tools
Python (NumPy, pandas, scikit-learn, Dash, Streamlit) · R · SQL · Gurobi
Git · GitHub Copilot · Tableau · Power BI · MLFlow
Data Engineering & Architecture
Snowflake · Apache Airflow · ETL/ELT Workflows · Incremental Loading · Medallion Architecture · Relational Data Modeling · Stored Procedures · Microsoft Graph API
Causal Inference & Optimization
Difference-in-Differences (DiD) · Regression Discontinuity (RDD) · Instrumental Variables (IV) · Panel Data Analysis · A/B Testing · Gurobi Optimization · Linear Programming
Generative AI & Agentic Systems
Retrieval-Augmented Generation (RAG) · n8n Workflow Orchestration · Vector Database Management (pgvector, Supabase) · Chat Memory & Session Management · OpenAI & Anthropic APIs · Prompt Engineering · Automated Document Extraction
Machine Learning & Deep Learning
CNNs · RNNs · LSTMs · GRUs · Autoencoders · GANs · Transfer Learning · Ensemble Methods · Classification · Clustering · Feature Engineering · Regularization (L1, L2) · Wrapper Methods
Time Series & Forecasting
Amazon Chronos · Prophet · Deep Learning Forecasting · ARIMA · SARIMA · VAR · VECM · STL Decomposition · Advanced 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