Lannon Khau
Data Scientist | Software Engineer
Rowland Heights,CA
Summary
Data Scientist and Software Engineer with expertise in data analysis, visualization, and application development. Proven track record in delivering data-driven solutions from ideation to completion.
Overview
2
2
years of professional experience
3
3
years of post-secondary education
Work History
Software Engineer
Instack Inc.
Rowland Heights, CA
06.2022 - Current
- Collaborated with engineering teams to design robust software and hardware interfaces, ensuring solutions that exceeded project specifications.
- Designed and deployed a comprehensive learning management system leveraging Python Flask, REST APIs, PostgreSQL, Heroku and data science libraries, resulting in improved student metric visualizations and a significant boost in customer retention by over 90%.
Data Analyst
Robotogie
Pasadena, CA
05.2021 - 02.2023
- Conducted exploratory data analysis and feature engineering on student performance data, analyzing over 20,000 data points using Matplotlib, Seaborn, and NumPy, informing executive decisions
- Validated the predictive accuracy of student project preferences using Feature Engineering and Random Forest Regression Model, achieving a 97% prediction accuracy rate.
Education
Bachelor of Arts - Information Systems And Decision Sciences
California State University, Fullerton
Fullerton, CA 08.2018 - 06.2021
Skills
Data Analysis
Machine Learning
Frontend Development
API Integration
Backend Development
Personal Projects
- ExoExplorer: Conducted a detailed EDA and hands-on feature engineering on NASA's exoplanet dataset using Python. Efficiently integrated the DALL-E API for image generation, crafting an AI-driven e-learning platform that blends space exploration with adaptive coding challenges.
Timeline
Software Engineer
Instack Inc.
06.2022 - Current
Data Analyst
Robotogie
05.2021 - 02.2023
Bachelor of Arts - Information Systems And Decision Sciences
California State University, Fullerton
08.2018 - 06.2021