- Nov 2021 - Nov 2025: Frontline Industrial Software @ Singapore
- Full-Stack Engineer, CTO, Co-founder
- Received investment from: Entrepreneur First (Pre-Seed,
USD 58K), Cocoon Capital & Plug and Play (Seed,USD 700K) Acquiredby a company in the USA- Featured in the BEAMP program by Singapore's Building and Construction Authority and EnterpriseSG
- Worked on
AI for construction industry:- Task duration prediction:
vector embedding,vector database->HDBSCAN clustering-> statistical computation - AI Planner: design project plans using
LLM - Scheduling under complex constraints: Mixed Integer Linear Programming
- Duration and Resource optimization:
Computational Graphs->Backpropagation->Gradient Descent (Adam)
- Task duration prediction:
Selected Screenshots
