Seulkee Lee

About Seulkee Lee

I\'m currently leading product management at MattoBoard, ensuring every strategic decision is user-centric and data-driven. It is truly exciting to build a product that would revolutionize interior designers\'s creative designing process and tremendously reduce physical sampling (waste!) by providing 3D digital twins of all the materials. I have a unique skill set that I acquired from working in the construction industry as a project manager and forensic analyst. Through working on from mega heavy / civil projects to BioTech projects and working with many diverse teams, I acquired soft skills like effective communication, stakeholder management, working with multiple teams, story telling and hard skills like data analysis and schedule management. These turns out to be very useful in product management. I am also self-taught AI/ML practitioner and have experience in developing semantic searching (RAG) ChatBots, fine-tuning LLMs such as OpenLLaMA, FLAN-T5, BART, BERT, etc. for specific tasks or instruct-tuning, using PEFT (LoRA, QLoRA) for training, and deploying the models in Hugging Face Spaces and Inference Endpoints. Training / fine-tuning Computer Vision AI models such as GANs, Stable Diffusion, DreamBooth, and ControlNet. See my projects and models in GitHub and Hugging Face

Experience

1. VP of Product

   Mattoboard

   Sep 2023 — Present · CA, US

Education

• University of California, Berkeley

  Ph.D., Civil Engineering

• Hanyang University

  B.S., Architectural Engineering

Skills

• Project Estimation
• Project Management
• Construction
• Cost Control
• Lost Productivity and Cumulative Impact Analysis
• Contract Management
• Project Planning
• Cost and Resource Loaded Scheduling
• Earned Value Management
• Civil Engineering
• Primavera P6
• Cpm Scheduling
• Ms Project
• Construction Management
• Project Controls and Management
• Process Scheduler
• Proposal Writing
• Project Control
• Cost and Budget Controls
• Analysis
• Value Engineering
• Delay Claims Analysis