Automating and organizing the documentation process for alternative investments

• Increased ROI by 5-20% for campaigns spending a combined $1.4 million monthly on advertising

platforms (i.e. Google Ads) by writing Python (Pandas) scripts to customize ads and analyzing

revenue data from MySQL to adjust bidding strategies daily

• Managed data workflows (PySpark) in Databricks, including changes to improve ETL processes,

add revenue tracking to secondary job sites, pull Stripe API data for a new software application, etc.

• Boosted neural network (TensorFlow, Keras) by modeling with NLP and prob. distributions (Binomial

& Neg Binomial), increasing mean val. revenue per visit from $0.57 to $0.86 for remarketing lists

• Deployed data migration tasks on AWS’s DMS for initial & CDC replication from a PostgreSQL

database in RDS to our Databricks warehouse via stream processing (Delta Live Tables)

• Implemented React logic and built SQL dashboards to track and analyze revenue data from simpler

platforms (i.e. less sophisticated than Google Ads), reviving a paused revenue stream with more

accurate tracking at an initial net profit of $20k per month

• Worked on the deployability team of unicorn defense-tech startup to implement command line tools that allow only authorized users to invoke different Kubernetes-related mutations without having to access servers via SSH

• Implemented a reverse proxy in Golang for routing gRPCs to proper services with the utilization of protobufs

• Designed a webpage for Kubernetes gateway microservice described above using React and Typescript

• Developed a REST API (Spring Boot) that retrieves data from multiple databases in order to build an intuitive electronic medical system (EMS) based on feedback from employees at medical clinics

• Developed features with CPO and designed frames on Figma for EMS based on feedback as well