Analyst

One of the five starting members of a 200 million AUM TMT-AI Hedge Fund. Initiated and developed an AWS IT infra system that integrates DynamoDB, EC2, Amplify, GraphQL and other cloud services. Hosted and built a Streamlit data dashboard with Plotly and Pandas packages, using a Systemd configured Playwright web-crawler for data source and continuous deployment. Integrated Bloomberg APIs to different financial analysis models with a pycel compilier and built a data pipeline for automating data migration.

Wrote a Patent application on Distributed Scalable Deep Reinforcement Learning. Developed a Roblox game environment that can send states to server for RL training through JSON and HTTP server. Created a DQN model through Pytorch to train an agent interact with the wrapped Roblox game environment. Participated in designing a prototype of a cloud platform that can boost Machine Learning training speed and manage instances resources (similar to Databricks).