Experience

Research Assistant – Yale University & Facebook AI Research

Company: Yale University & Facebook AI Research
Location: New Haven, CT
Duration: March 2021 – June 2022

Language, Information, and Learning Lab at Yale. Worked with undergraduate students, graduate students, Facebook AI researchers, and Yale faculty professor.
Contributed to two papers with a new dialogue dataset and novel contrastive fine-tuning method.
Helped develop new taxonomy of model hallucinations and summarizations errors.
Developed Python scripts to clean and annotate data for deep learning summarization models. Conducted human evaluation of model performance and achieved state-of-the-art results using taxonomy-based training strategy.

Company: Stripe
Location: South San Francisco, CA
Duration: May 2025 – August 2025

Company: IBM
Location: Armonk, NY
Duration: May 2024 – August 2024

Enterprise Service Hub team - helped various IBM teams track invoicing data across their systems and ingest data into SAP for internal clients.
Built React.js dashboard with D3.js to track flow of 4000+ daily invoicing documents across multiple systems, enabling insights into data volume through CloudantDB to optimize application scalability during peak billing cycles.
Designed user help page for invoicing dashboard for 50+ new users during team’s migration to SAP S/4 Hana.
Addressed and resolved security vulnerabilities in 30+ requests by implementing robust session expiration logic in React.js and Express.js stack.

Company: IBM
Location: Research Triangle Park, NC
Duration: May 2023 – August 2023

Product Led Growth Team - helping IBM product grow their customer base by tracking user actions and providing actionable insights.
Designed Session ID engine middleware for product usage webhook in express.js that received events from aggregated source (Segment), enriched the event with Session IDs, and sent the data to IBM source such as DB2, Amplitude, Kafka, and Cloud Object Storage, enabling product owners to understand product usage patterns.
Efficiently managed over 900 unique users per minute and stored >30,000 Session IDs in Redis cache instance.
Provided critical Session ID information that supported executive requests to track user cart abandonment and help clients convert more users from trial to paid versions, along with other time-based attributes.
Deployed Python cron job to automate generation of a markdown resource for team developers, consolidating all documentation for team developers and offering comprehensive overview for new or unfamiliar team members.

Company: Georgia Institute of Technology
Location: Atlanta, GA
Duration: August 2023 – Present

Built dashabord with React.js, Tauri Rust, Shiny R. Performed PCA with Python data science libraries.
Led team of four students in preparing and delivering weekly scouting reports for coaches.
Developed and deployed Shiny R web application with dashboard that summarizes CSV pitching data for player feedback with 10+ visual charts, 15+ tables. Used daily by Pitching Coaches to review practice sessions.
Created Stuff+ Pitching Metrics with Principal Component Analysis, so coaches can analyze a pitch’s effectiveness.