■ Developing the SaaS product to manage contracts at legal departments or for double checking on Legal DD processes (Python)

• Verification and development on entity extraction logic and machine learning model for texts on contracts (also for english text data).
• Utilize the verification process of machine learning model
• Operation and maintenance for existing python software

■ Implementation for the article on reconstructing pose estimation data (Python/Pose estimation)

• Implement and verify the method on the article related to pose estimation data reconstruction.

■ Architecting the image processing system infrastructure on AWS (Terraform / AWS)

• Development of the terraform code for building infrastructure to process the images on dashboard camera
• Management of team members on software development

■ Implementation for the article for route matching on GPS point (Python/Geospatial Analysis)

• Implement the method on the article using a time series model to match the route for observed GPS points

■ Implementation for the article about LIDER sensor image recognition (Python/CV)

• Survey article on detecting road obstacles with its implementation

■ Creation of model on geo image (Python/CV)

• Segmentation of images using deep learning to detect region of some kind of building on geo photograph
• Proof of concept and implementation of articles on property state classification model using deep learning

■ Improvement of call center (Python/NLP)

• Creation of prediction model on customer satisfaction to apply for data on customers who have not answered questionnaire
• Design and construction of AWS infrastructure to accumulate the results of the prediction model
• Construction of Tableau dashboard to extract unsatisfied keywords on chat

■ Text mining on tweets (Python/NLP)

• Soft clustering using topic model to grasp user interests
• Implementation of articles to make tags related to the service

■ Design and develop server side API for the medical shopping supply chain’s mobile application (Scala/AWS)
■ Design and develop server side API for the major coffee shop chain’s mobile application（Scala/AWS)
■ Develop iOS application that link medical device using BLE (Swift)
■ Develop iPad application to make a mind map (Objective-C)
■ Develop iOS application to connect the medical portal site (Objective-C)

■ Survey on modeling to recognize credit cards (Objective-C++/CV)
■ Develop iOS application to enhance selling some kind of hobby. The app include recognition of images (Objective-C++/CV)
■ Developing other apps