I am passionate about building data-driven solutions with business impact. Currently, I work at Flatiron Health as Data Insights Engineer, focusing on intersection between data science and healthcare.
Designed and implemented an algorithmic attribution model by analyzing customer journey data as a Markov process. Analyzed product adoption patterns to design a product recommendation feature.
Extracted qualitative insight from social media data, primarily through natural language processing and machine learning approach. Provided clients with data visualization tools for consulting purpose.
Developed internal data products that assist account strategists through automation and advanced data analysis- major contributions include development of a Shiny app and alert tools adopted by Criteo staffs globally.
Built groundwork for a twitter bot that interprets customer reviews. Contributed to data mining, sentiment analysis, and topic modeling part of the project.
Conducted fundamental research and analyzed annual reports to for potnetial merger transcations. Produced business reports in English based on external investment research.
Certificates in Computer Science and Statistics & Machine Learning
Senior Thesis - The Effect of Compulsory Licensing on Innovation in Pharmaceuticals: Evidence from the 2001 Doha Declaration
Intersted in working on a project together? Or just want to have a friendly chat? If you want to get in touch, feel free to shoot me an email!