
Airport Robot Assistant
- Problem: Sometimes it is difficult for a passengers to find gates and key-interest areas in an airport.
- Solution: A robotic assistant that can lead passengers to the desired designations.
- Outcome: POC completed utilizing reinforcement learning, granting problem-solving capabilities to the robot to navigate an airport.

Computer Visioned Recyclable Sorting
- Problem: Garbage disposal in N.American condos mixes both recyclable and non-recyclable items, contributing to more trash in the landfill.
- Solution: built an image classification system to distinguish recyclables and non-recyclables for automatic sorting.
- Outcome: POC completed, and research conducted to analyze the market needs and potential.

AI-powered Floor Plan Measurement
- Problem: Inaccurate floor plan drawings from 2D laser measurements.
- Solution: Utilize machine learning and clustering techniques to improve accuracy.
- Outcome: Creation of an AI-powered floor plan drawing with improved accuracy.

Airport Robot Assistant
- Problem: Sometimes it is difficult for a passengers to find gates and key-interest areas in an airport.
- Solution: A robotic assistant that can lead passengers to the desired designations.
- Outcome: POC completed utilizing reinforcement learning, granting problem-solving capabilities to the robot to navigate an airport.

Computer Visioned Recyclable Sorting
- Problem: Garbage disposal in N.American condos mixes both recyclable and non-recyclable items, contributing to more trash in the landfill.
- Solution: built an image classification system to distinguish recyclables and non-recyclables for automatic sorting.
- Outcome: POC completed, and research conducted to analyze the market needs and potential.

AI-powered Floor Plan Measurement
- Problem: Inaccurate floor plan drawings from 2D laser measurements.
- Solution: Utilize machine learning and clustering techniques to improve accuracy.
- Outcome: Creation of an AI-powered floor plan drawing with improved accuracy.