As the Founder of Gym-AI, the company's goal is to build an AI-powered assistant to help bodybuilders/anyone who goes to the gym to track exercises, set reachable goals, review their previous achievements, connect and collaborate with their pals, and achieve their goals more easily at their fingertips.

Homepage team: 2022 ~ 2023.Match Experience team: 2023 ~ 2024

• Working with Professor Joel Ross and Ph.D. Lovenoor (Lavi) Aulck.• Holding weekly Tutor office hours to help students with R programming.

• Working with instructor Marcelo Guerra Hahn. • Grading assignments related to data science basics.

• Implemented data wrangling with Python (Pandas, Json) to transfer more than 10 gigabytes of GeoJson format data into CSV format.• Developed software with Python (Pickle, CSV) to generate unique IDs for each city, town, and state in the database.• Extracted target data from database with PostgreSQL to get correct and most up-to-date geometry location.• Generated interactive elevation profile with ArcGIS Pro and QGIS for more than 14,000 roads and trails in the United States.• Calculated geometry information with ArcGIS Pro, Python to provide specifics for all trials in the United States.• Updated database with pgAdmin4 and PostgreSQL to insert generated information into existing servers, and back up the database

• Developed a web crawler with Python to scrape job descriptions on Indeed.com for over 130 companies each week.• Implemented interactive crawler with Selenium to extract target data in HTML format.• Designed a bug – free software with logical error handling to prevent unnecessary abruptions during crawling.• Increased speed for crawler with concurrency control in Scrapy to decrease 10 hours process to 20 minutes.• Collected and cleaned data with Pandas for uploading data to the database and checking for missing data.

• Designed an informative dashboard with Tableau to navigate recruiting information for recruiters and applicants.• Created data visualization and reports with Python and Tableau in the dashboard to provide up-to-date reflections.• Designed a scoring system with Statistical Methods to evaluate applicant’s capabilities.

· Met with teacher Greg Hay, and other team leads weekly to ensure the process of team work, and reduced 20% SQL codes' redundancy by adding rational 'computed columns', stored procedures and business rules. · Created Project Charter and Gantt Chart to help team stay on track, and held meetings weekly and cooperated with team mates to finish weekly tasks.

· Assisted China-Sweden Health Care Talent Development, communicated with business partners and built-up relationships.· Increased sales of 10% with comprehensive market analysis, increased 7.3% profit by focusing on the right candidates.