UCLA Health

1. Kidney Failure Risk Equation Prediction in a Real-World CKD Population

Litecoin Foundation

1. Litecoin Growth Simulation

Web Apps

ML Model Evaluation & Prediction Simulation

Adult Circumcision Patient Outcome Profiler

Kidney Filtration Dynamics

DUSC UAP Sightings Classifier

Predicting Conflict Fatalities in Ukraine

Boutique Whitespace County Market Model

Beverly Hills Crash Hotspots

Gringo Bandito Review Lab

Support Vector Machine Kernel Explorer

Naive Bayes Explorer

Litecoin Network Pulse

Python & R Libraries

Kidney Failure Risk Estimator

Kidney Failure Risk Estimator

Exploratory Data Analysis Library

Training and Tuning ML Models

Evaluation & Reporting Functions

Fairness Auditing Toolkit

Composite kernels for scikit-learn SVMs

MCAR statistical tests in Python

Consulting & Research

Transform Data into Actionable Intelligence

Independent Research

1. Development of Machine Learning Prediction Models for Postoperative Outcomes in Adult Male Circumcision
2. Reproducible EDA Frameworks for Clinical Research A Pediatric Type 1 Diabetes Case Study
3. Concept Papers

University of San Diego

1. Probability and Statistics
   • Real Estate Prices in Los Angeles – A Case Study from Redfin
2. Data Science Programming
   • European Bank Marketing Campaign Dataset
   • A recorded video of our presentation can be seen here
3. Foundations of Data Science and Data Ethics
   • Walmart Consulting Project
4. Applied Data Mining
   • Predicting Student Performance in a Portuguese Secondary Institution
5. Applied Predictive Modeling
   • Predicting Cervical Cancer From Biopsy Results in Python and R
6. Machine Learning and Deep Learning for Data Science
   • In-Vehicle Marketing Engagement Optimization
7. Applied Data Science for Business
   • Los Angeles County Building and Safety Permits (New Buildings Only)
8. Applied Time Series Analysis
   • Litecoin Cryptocurrency Forecast
   • Lecture Notes
9. Data Science with Cloud Computing (AWS)
   • Impacting the Business with a Distributed Data Science Pipeline
   • Data Inspection Report Full Code
10. Applied Text Mining
    • Classifying Emotions in Tweets
11. Capstone Project
    • Identifying Safer Pedestrian Routes in Los Angeles

Cornell University

1. Supervised Learning in R
2. Neural Networks in R
3. Stock Portfolio Optimization

UCLA Economics

1. 2007 Merrill Lynch Internship Paper

UCSD

1. Financial Modeling with Excel (Professor George Haloulakos)

Tableau Projects

1. My Tableau Public Profile
2. DOD Sites
3. US Nuclear Reactors
4. CA Geothermal Wells
5. COVID-19 CA Emergency Providers
6. Tableau WDC Community Portal