Developing Agent native GamesHiring AI Game talents!

- Lead Bytedance LLM empowered Multi-Agent Simulation Game Project.- Build Reinforcement learning Agents in Games that beats top level human.- Create AI Generated Levels that competes human created levels for games- Bytedance Hackathon 2022 1st Prize Winner

1) Serving as an Data Scientist / Algorithm Engineer in Alibaba Group, focusing on developing recommending algorithms for Cross Border trading customs product code, namely Harmonized System Codes (or HS Code). This HS code is a crucial element for Cross Border trading process for Alibaba, and the Harmonized System is complicated and difficult to recommend HS code based on products. There is an algorithm(IMAP recommending algorithm) that has been used in Alibaba for half a year, but it has only… Show more 1) Serving as an Data Scientist / Algorithm Engineer in Alibaba Group, focusing on developing recommending algorithms for Cross Border trading customs product code, namely Harmonized System Codes (or HS Code). This HS code is a crucial element for Cross Border trading process for Alibaba, and the Harmonized System is complicated and difficult to recommend HS code based on products. There is an algorithm(IMAP recommending algorithm) that has been used in Alibaba for half a year, but it has only 21% of accuracy. 2) I was assigned as the owner of the project: Building a HSCODE classification recommending system. I led my team to analyze the data and designed and developed an NLP algorithm based on self-designed Ontology Algorithm. Improved algorithm accuracy from 21.63% to 79.84% comparing to company’s original classification algorithm, and with Alibaba adopting the Ontology system, saving Alibaba Group more than 40 million dollars on average per month. Applied Ontology Algorithm for patents and approved by China State Intellectual Property Office. See Patents.3) Ranking: 1 / 76 in final assessment amongst all candidates. 4) Reference: Henry Zheng Yang, Professional analyst, Alibaba technical department, Email: henry.yang@alibaba-inc.com Show less

- Worked as an Data Scientist intern in a data science department of IBM China for three month- Gained a 25% higher efficiency for data mining in researches of IBM’s costumer behavior.- Provided instructive suggestions on improving data analysis models for costumer behaviors.- Reference: Jason Kanqing Wang, Program Manager, IBM GCG University Partnership, E-mail: kqwang@cn.ibm.com