Designed and created models for various weather related prediction for solar power output estimation and prediction, result with accuracy over 99%. Due to confidential issue, no code are allowed to share.

Design novel evolutionary algorithm and implemented in auto driving task, result is better than genetic algorithm.

A number of automated evolving creatures trying to survive in a limited resource environment.

Made a Tetris game in ASM and implemented self learning AI.

Result of the research in Caltech, SURF program. Published in The Astrophysical Journal Letters, 878:L5 (12pp).

Auto detect faces -> determine new or old identity -> label and track in real time.

Fall detection model that can run on cheap/small IoT cameras to help contact health care for the old population.

Generate art via self customized mapping techniques and different variations of STYLE-GAN model.

100 fully automated evolved AI trading in a stock simulator.

Genetic sequence/mutation and the corresponding relation to liver cancer by statistical and machine learning model approches. The accuracy rate of determining long survival or short survival after being diagnoise with liver cancer was 75%-80% base on the patient gene.

Predict how correlated is the restaurant’s advertisement/description is. Anaylzed the correspondence of restaurant price/quality, listed properties, comments and reply from yelp data set.

Inspired from Isaac game, implemented and designed extendable module upgrades in unity 3D, resulting in players having infinate upgrade combinations.

Designed and implemented safty procedure and progress confirmation system for CNCfactory. Designed and developed multi-level permission access system for multiple companies. Node.js, sql and python are used in this job.

Extract poses from recorded dance video clip, analyze the similarity comparing to the reference video, and calculate the dance score across the song. This is a project for Hack the North.

By designing specially crafted hierarchical models and trained till f1 score higher than 90 with over 50000 movies’ subtitles, the model is capable of determining the atmosphere from chat history.

At the year of 2018, Seq-GAN are used to generate music. It is now updated to use PRNN for a more robust and better performance by our team leader.

Explored and implemented Named Entity Recognition, combined available API to achieve conversational control over complex task such as operations for email.

Adjusted price by PID controller iterately.

My first cpp project as a freshman, a console game collection of 5.

Neural Networks coursework in NCU

Crawl, label web pages and manage data base(RocksDB / MongoDB) for the web search engine for HKUST.