Experience

Metis

• United States
• Higher Education
• 1 - 100 Employee

• Data Scientist

  • Jul 2019 - Present

  Completed a 12-week immersive Data Science Bootcamp focused ondeveloping skills in Python Programming, Statistical Modeling, MachineLearning, and Data Visualization. Designed, implemented, and presentedfive end-to-end data science projects.𝐈𝐝𝐞𝐧𝐭𝐢𝐟𝐲 𝐅𝐞𝐚𝐭𝐮𝐫𝐞𝐬 𝐨𝐟 𝐌𝐨𝐧𝐞𝐲 𝐌𝐚𝐤𝐢𝐧𝐠 𝐌𝐨𝐛𝐢𝐥𝐞 𝐆𝐚𝐦𝐞𝐬• Gathered features and revenues of top ranking mobile games by web scraping sensortower.com using Selenium and Beautiful Soup.• Used linear regression to identify the most significant features corresponding to revenue.𝐅𝐮𝐧𝐝𝐞𝐝 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐂𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐞𝐫• Built a classifier to predict if a project from DonorChoose will be funded.• Created a Tableau dashboard that summarized the live projects could be valuable for the finance and fulfillment department of DonorChoose.𝐋𝐞𝐚𝐠𝐮𝐞 𝐨𝐟 𝐋𝐞𝐠𝐞𝐧𝐝𝐬(𝐋𝐨𝐋) 𝐒𝐮𝐛𝐫𝐞𝐝𝐝𝐢𝐭 𝐓𝐨𝐩𝐢𝐜 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬• Used NLP techniques to explore the culture, the topics, and the trends of LoL subreddit.• Made a Flask App for users to find topics and related comments of the subreddit by inputing keywords.𝐂𝐨𝐦𝐩𝐚𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐨𝐟 𝐍𝐞𝐰𝐬 𝐌𝐞𝐝𝐢𝐚 𝐰𝐢𝐭𝐡 𝐍𝐋𝐏• Scraped google news headlines from news outlets from US, China and Hong Kong.• Used NMF topic modeling to see how news media from different regions covered the Hong Kong protests.



Freelancers Union

• United States
• Non-profit Organizations
• 100 - 200 Employee

• Staff Accountant

  • Feb 2015 - Jun 2019

  • Analyzed and reconciled bank accounts for all sub-entities every month• Handled prepaid expenses records for all sub-entities with Excel• Reviewed monthly general ledger and financial statements for accuracy

• Accounts Payable Clerk

  • Jun 2013 - Feb 2015

  • Prepared and processed invoices and expense receipts weekly with efficiency• Collaborated with all corporate credit card holders to reconcile monthly activities• Verified accounts receivable and check deposit to maintain revenue flow• Implemented petty cash monitoring process to ensure reliability• Assisted in year-end audit and financial statements preparation



Ghurka

• United States
• Retail Luxury Goods and Jewelry
• 1 - 100 Employee

• Accounting Intern

  • Jan 2013 - Jun 2013

  - A/P, filing invoices, data entry, bank reconciliation- Assist the Director with analysis of Balance sheet and Profit/Loss statement