AISIA Research Lab

Have international collaborations with 12 international universities and institutes in the world.

Delivered R&D projects with both local and international companies and standups.

AISIA partners

Testing automation using reinforcement learning Athena Studio (Vietnam)

Helped Athena Studio to automate the QA/QC process for their mobile game Woody that have over 20 millions gamers playing. We created three different bots for three levels (amateur, normal, professional) that can efficiently play games and help to test new versions of the game app for different environments (iOS and Android) and testing devices. Our bots were later used to generate AI players for battle games, where one gamer can be chosen to play randomly with our bots.

Music recommendation system for millions of online users worldwide Playlist.com (USA)

Built a music recommendation system for twenty millions of online viewers worldwide based on their listening history, from which the system will recommend suitable playlists and songs that are fit to viewers' preferences. We helped the company to enhance the performance of recommendation system about 20% in Top 10 recommended items.

Video recommendation system for millions of online viewers in SEA market POPS Worldwide

Built a recommendation system for over nine million online viewers based on their video viewing history, from which the system will recommend videos that are deemed relevant to viewers' preferences. In that project, we helped the partner to improve the clicking rate twice compared to the previous approach and integrate the recommendation system in the production environment of the company. Our work was then extended for other contents, including comics and songs.

A large-scale analytics system for real estate data Hưng Thịnh Corp

We developed an efficient data pipeline that can quickly process relevant information related to real estate for over one million advertisement posts and extract essential fields using proper Machine Learning algorithms. This pipeline can serve for real estate problems and help process dozens of new advertisement posts each day. Up to now, we processed over one million of advertisement posts.

Improvement Solution for Investment Framework “Vision Driven Investing” Mekong Capital

We improved the current scoring models for evaluating investments, provided new insights related to the selected features, and measured the impact and correlation of main attributes with the final evaluation. We proposed a formulation for the optimization problem for capital allocation and investigated feasible solving methods and an efficient approach for anomaly detection based on the investee's performance.

Predicting DELAYS in Transportation Process Citynow Technology Solutions

We helped the client to significantly improve the stock delay prediction models for suppliers in Japan and proposed a scalable solution for integrating into the production environment. We provided all technical documents related and supported the client for necessary deployment.

AIDE partners