- Developed models to streamline forms development process

- Developed a proof of concept competitive analysis- Pitched business concept- Developed MVP for social media analytics tool, "Yenta"

- Completing over 1000 hours of training on data engineering projects in an immersive Data Engineering training program.- Ranked in the top 10% of applicants for admission into the highly selective program’s second cohort.- Experienced in Python, SQL, Spark, Apache Airflow and Tableau.Technical Projects- Sentiment Analysis of Twitter Conversation Surrounding COVID-19 Vaccine – In a team, created a data pipelines that feeds visualizations to examine the sentiment in the… Show more - Completing over 1000 hours of training on data engineering projects in an immersive Data Engineering training program.- Ranked in the top 10% of applicants for admission into the highly selective program’s second cohort.- Experienced in Python, SQL, Spark, Apache Airflow and Tableau.Technical Projects- Sentiment Analysis of Twitter Conversation Surrounding COVID-19 Vaccine – In a team, created a data pipelines that feeds visualizations to examine the sentiment in the conversation surrrounding the COVID-19 vaccine in America. Python application backed by AWS Lightsail MySQL database, running on Apache Airflow, and using Matplotlib, Word Cloud and Tableau for visualization. https://github.com/leegivhan/ZCW-FinalProject Show less

- Developed a product line with CD’s, t-shirts, bags, pins, etc.- Booked, promoted and packed venues- Managed people selling merchandise at concerts- Organized bills for concerts with as many as 5 artists/bands per concert- Worked with bands, producers, dancers, film companies, venues, graphic designers and clothes designers- Created a solid product line- Recorded multiple music videos- Opened for rapper Common after winning Philadelphia radio station crowd favorite… Show more - Developed a product line with CD’s, t-shirts, bags, pins, etc.- Booked, promoted and packed venues- Managed people selling merchandise at concerts- Organized bills for concerts with as many as 5 artists/bands per concert- Worked with bands, producers, dancers, film companies, venues, graphic designers and clothes designers- Created a solid product line- Recorded multiple music videos- Opened for rapper Common after winning Philadelphia radio station crowd favorite competition- Collaborated with The Roots on their Grammy nominated album “How I Got Over” Show less

- Awarded Platinum Homer Award for building strong relationships and showing respect to all people.- Oversaw 5 to 10 daily deliveries, making sure they went out on box trucks and flatbed trucks in 15 minutes or less.- Implemented new procedures which improved delivery efficiency by 400%.- Certified with forklift, reach truck and order picker.

• Successfully conducted 2 crowdfunding campaigns to produce 2 albums and exceeded fundraising goals by 14%. • Produced an album with 30 artists.• Booked and performed 145 concerts in 33 states.

Taught classes in leadership, songwriting, poetry and communication.

Co-led a group of 30 high school and college aged students in door-to-door salesMentored 6 students for 2 months.Collaborated with host churches and families to set up living arrangements, church services and fundraisers.Recruited and interviewed applicants during the off-season for 3 yearsDuring first summer, carried out door-to-door and business-to-business sales of books.

Worked at cash register, customer service, stocking shelves, taking inventory, recording finances at the end of the night and opening and closing the store.

- Organized and conducted weekly Bible studies with more than 15 people in Philadelphia.- Taught Bible lessons to more than 20 people, one day a week at a community service food bank.- Worked in Food bank, providing food for the community

Tutored elementary aged students in math and EnglishConducted community surveys on the needs of community membersWorked with a team to start a community center in West Oak LanePreached sermonsOrganized and opened an in-house library

Beer vender and snack vendor at Citizens Bank Park and Lincoln Financial Field.

Provided sound system for activism events to fight for workers rights and unions for security officers in the Philadelphia Museum of Art. Volunteered at events and performed at fundraising and awareness concerts.

Came in to prepare food for customers before opening. Interacted with and served customers and cleaned the restaurant.

Bussed tables, waited tables and cleaned the restaurant.

Catering server, food deliverer, truck stocker.

Operated copy machines, laminators, and printers to fulfill orders from customers.

Worked with a group of high school students to storyboard, film and edit an 18 minute documentary on Fairmount Park called "From a Seed to This". Interviewed people connected to Fairmount Park. Composed music for and scored the film.

Dishwasher, table busser, line chef, cleaned restaurant after closing, prepped food before restaurant opened.

Worked with 7 highs cool age students to storyboard, film and edit an 18 minute documentary on Fairmount Park called “From a Seed to This.” Interviewed people connected to Fairmount Park. Composed music for and scored the film.