Go deep on the problem
Understand the user, context, and product constraints before deciding where AI or hardware belongs.
ABOUT ACCSCI
Turning cross-disciplinary engineering into products that work.
AccSci is a product engineering team spanning AI, software, electronics, and hardware—from rapid prototypes to launches, production, and long-term operation.
OUR BELIEF
Clients do not buy a technology stack; they buy a product that works. From day one, product experience, models, software, electronics, mechanical engineering, manufacturing, and operations align around one goal.
HOW WE WORK
What good product engineering means to us.
Think in systems
The model is one part; software, electronics, mechanics, production, and operations matter just as much.
Validate honestly
Use model evaluation, board-level tests, and working prototypes instead of flashy demos and vague promises.
Build for the long term
Choose solutions that can be maintained, upgraded, produced reliably, and owned by the client team.
TEAM
Meet our core team.
Choose a character to see their role, specialties, and engineering experience in one view.
Shengkai Che
CURRENT CHARACTER
CEO
Former full-stack engineer at knoell Group with experience at a North American AI startup. Focused on AI-native applications and agent systems, with end-to-end delivery experience from product definition to full-stack and LLM engineering.