# Thomas Li

> Computer Science @ Cornell Tech @ Northwestern University

Location: New York, New York, United States
Profile: https://flows.cv/thomasli

## Work Experience
### Software Engineer II @ Rokt
Jan 2025 – Present | New York, United States

### Machine Learning Engineer @ Bain & Company
Jan 2024 – Jan 2024 | New York, United States
• For a Grocery Co., created a comprehensive database for inbound vendor flows that processed 30k+ purchase orders (PO)
• Developed a PO processing pipeline that utilized OCR, cosine similarity, image classification, and GenAI techniques,
which outperformed our benchmark competitor by 6% in accuracy
• For a Bank Co., built a reusable analytics system for detailed interaction analytics powered by Presidio and Llama3.1 for
Personally Identifiable Information (PII) data preparation and other open-source LLM to derive actionable insights
• Orchestrated a multi-level configurable pipeline to accelerate future analytic systems into production-ready capabilities

### Teaching Assistant @ Northwestern University
Jan 2023 – Jan 2024 | Evanston, Illinois, United States
CS310 Scalable Software Architectures
CS321 Programming Languages
CS339 Database Systems
• Served as peer mentor for the class Scalable Software Architecture, Database Systems, and Programming Languages,
providing weekly office hours, engaging on Piazza, and assisting with the grading of homework and quizzes

### Software Engineer @ Hologic, Inc.
Jan 2023 – Jan 2023 | Marlborough, Massachusetts, United States
• Created an intuitive web application leveraging AngularJS for the front end and Express with Node.js for the backend,
featuring a RESTful API, deployed on a Windows Server IIS enhanced with iisnode for a robust hosting environment
• Developed a high-volume image upload tool, achieving optimization for handling large 1-2 GB slide images, which boosted
upload speeds by 80% and automated the extraction of image metadata to be systematically integrated into the database
• Constructed a monitoring platform using WebSocket for the function to track upload history, upload status, and user data

### Software Engineer @ Keo Technology Group
Jan 2022 – Jan 2022 | Shanghai, China
• Developed interactive classroom features for the learning platform, including homework and quizzes using AngularJS
• Optimized real-time data processing using Redis and integrated it with Alibaba Cloud Kubernetes to enhance scalability of
the application, accelerating operational processes by 70% through strategic implementation techniques
• Analyzed user engagements, interests, and profile data using A/B testing to provide insights for product-market fit initiatives


## Education
### Master of Engineering - MEng in Computer Science
Cornell Tech

### Bachelor of Arts - BA in Mathematics and Computer Science
Northwestern University

### Bachelor of Science - BS in Computer Science
Boston College

### Middlesex School


## Contact & Social
- LinkedIn: https://linkedin.com/in/thomas-li-0b8142224

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Source: https://flows.cv/thomasli
JSON Resume: https://flows.cv/thomasli/resume.json
Last updated: 2026-04-13