# Shen Juin Lee

> Software Engineer

Location: San Francisco, California, United States
Profile: https://flows.cv/shen

Software engineer working on improving and delivering smarter experiences for CAD users

## Work Experience
### Software Engineer @ Autodesk
Jan 2024 – Present | San Francisco, California, United States

### Graduate Student @ Duke University
Jan 2022 – Jan 2025 | Durham, North Carolina, United States

### Software Engineer Intern @ Autodesk
Jan 2023 – Jan 2023 | San Francisco, California, United States
- Led the design and development of an AI-powered Q&A system to boost AutoCAD developers' productivity by answering queries using Large Language Models (LLMs) and Retrieval Augmented Generation (RAG)
- Built a knowledge base of text and embeddings from collected data to faciliate semantic search and RAG
- Performed prompt engineering and experimented with in-context learning of LLMs for closed-domain Q&A tasks
- Containerized and deployed the Q&A system in a microservice architecture on Amazon Web Services

### Software Engineer @ Autodesk
Jan 2018 – Jan 2022 | Singapore
- Designed, developed, and deployed robust backend, DevOps, IaC solutions to support 60+ products & components. 
- Delivered improvements in product release velocity by implementing process automations and orchestrations. 
- Demonstrated proficiency in developing software compliant with security best practices and Software Development Life Cycle (SDLC) processes. 
- Applied software design and engineering knowledge to resolve development and deployment issues, ensuring successful software releases. 
- Collaborated with cross-functional teams to translate complex business requirements into practical solutions. 
- Implemented Infrastructure-as-Code (IaC) and Configuration-as-Code (CaC) solutions to reduce toil and improve operational efficiency. 
- Migrated legacy pipelines and systems to open-source alternatives and helped reduced operating expenditures.

### Final Year Project @ Nanyang Technological University
Jan 2017 – Jan 2018 | Singapore
Natural Language Processing of restaurant reviews (named entity recognition and sentiment analysis)
- Collected review data from the dining domain
- Researched and implemented machine learning and deep learning models for entity extraction (named entity recognition)
- Explored and experimented with current approaches for entity-dependent sentiment analysis
- Developed a system that extracts dish names from review texts and classifies sentiments with respect to extracted dish names

### Localization Solutions, Software Development Intern @ Autodesk
Jan 2017 – Jan 2017 | Singapore
Responsibilities: script development, bug fixing, test automation, DevOps

### Group Enterprise - IT Systems and Services Intern @ Singtel
Jan 2016 – Jan 2016 | Singapore
- Worked on improving and updating the logic of applications
- Assisted in defining requirements and developing applications


## Education
### Master of Engineering - MEng in Artificial Intelligence
Duke University
Jan 2022 – Jan 2023

### Bachelor of Engineering - BE in Computer Science
Nanyang Technological University Singapore
Jan 2014 – Jan 2018


## Contact & Social
- LinkedIn: https://linkedin.com/in/shenjuin

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Source: https://flows.cv/shen
JSON Resume: https://flows.cv/shen/resume.json
Last updated: 2026-03-23