Work experience

Data Science Summer Intern
Labcorp, May 2022 - Aug 2022
remote, Pittsburgh, PA
Roles & Projects:
- Predict gut metabolites from gut microbiome data using machine learning:
  - Developed highly accurate data pipelines to predict gut metabolites and metagenome functions from gut microbiome data
  - Explored combination of parameters of feature selection to increase accuracy
  - Managed to work on a Colorectal Cancer dataset and achieved all metabolites well predicted (using Spearman correlation coefficient as the metric)
- AWS resource access control:
  - Developed a web application to enable the AWS resource access control and deployed to ECS
  - Developed on service end to create IAM roles to access AWS resource (S3 and DynamoDB)
  - Developed on front end to implement the user interface

Teaching

I have been TA for the following courses:

Conference reviewer: