Kailen Shinmoto
Los Angeles,CA
Summary
Currently a Senior Data Analyst at PearlX Infrastructure with coding experience specializing in the languages of Python, R, and SQL. Projects I have worked on involve Data Visualization/Analysis, Machine Learning models, and Data Engineering pipelines in AWS. My goal as a Data Science professional is to break into the sports industry and utilize my skillset to make impactful changes through data-driven problem solving, resulting in the best possible results for my team.
Overview
7
7
years of professional experience
Work History
Senior Data Analyst/Data Analyst
PearlX Infrastructure
06.2022 - Current
- Leveraged Python lambdas and S3 in AWS to develop an automated electricity bill generation system for PearlX energy customers
- Developed reporting dashboards for board-level reporting through Smartsheets and Microsoft Excel datasets.
- Utilized Selenium and web-scraping automation to create a dataset of multifamily properties eligible for solar projects and fed results into business development
- Integrated Google Project Sunroof and Solar API into heat mapping analysis for solar panel placements on customer roofs
- Designed, developed and implemented ETL processes for data integration from multiple sources.
Assistant Varsity Boys Basketball Coach
Aiea High School
Aiea, HI
12.2017 - Current
- Supervised video sessions of opponents' games in order to analyze their playing styles and create offensive/defensive tactics accordingly.
- Instructed players on game strategies, techniques, and rules to ensure successful performance.
- Conducted individual skill development drills with players focusing on shooting form, ball handling skills.
Games Management
Occidental College
Los Angeles, CA
09.2018 - 03.2020
- In charge of setting up and running official NCAA DIII sporting events (Basketball, Football, Soccer, Volleyball, Baseball, etc.) as well as having a larger delegation role over fellow coworkers.
- Utilized vast knowledge and background in sports to be able to communicate with both coaches, fans, and officials at any moment on the job.
Education
Bachelor of Arts - Computer Science
Occidental College
Los Angeles, CA05.2022
Skills
- Python
- Pandas
- Numpy
- SQL
- R
- Data Visualization
- Machine Learning
- Excel/Microsoft Suite
- Data Warehousing
- Coaching
- Sports Analytics
- Dashboards
- AWS
- S3
- Lambda
- Data Modeling
- Teamwork and Collaboration
Projects
Data Analytics for NBA Roster Construction Web-App, 08/2021 - 12/2021,
- This project is a web app that observes NBA team statistics and suggests players around the league that could potentially improve their areas of weaknesses based on the basketball Four Factors model.
- BeautifulSoup and Requests (Web Scraping), Pandas (Data Cleaning and Analysis), SQLite (Database and Stats Storage), Flask (Used to build the web app)
- https://github.com/kshinmoto/nba-roster-construction-project
Accomplishments
- Occidental Honors Scholarship, 2017-2022
- Dean's List, Occidental College, 2019, 2020, 2021, 2022
- Scholar Athlete of the Year 2017, Aiea High School
Timeline
Senior Data Analyst/Data Analyst
PearlX Infrastructure
06.2022 - Current
Games Management
Occidental College
09.2018 - 03.2020
Assistant Varsity Boys Basketball Coach
Aiea High School
12.2017 - Current
Bachelor of Arts - Computer Science
Occidental College
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