WORK EXPERIENCE

Jane.ai

NLP software engineer | 2017.3 – now

Jane. ai is a start-up based in St. Louis that builds general purpose chatbot for enterprises.

Built a real-time document mining app to covert input document files into question and answer pairs.
Built a bot service to receive email from user and extract relevant information and return by email/sms.
Built a model to check the fluence of user’s inquiry using GAN
Built a model to tokenize and anotate tokens with allennlp and corenlp
Built xgboost models on top different encodings to find intension and extract parameters
Use elastic search to handle easy queries

Washington University, OT Department

Biostatisician | 2016.2 – now

Use HLM model to evaluate the effect of depression on stroke patients with time-series data.
Using semi-supervised learning algorithms to identify useful features in the OT therapy of stroke patients.
Use SEM model to model the interaction between social support, functional and depression on stroke patients
Routine tasks on data preprocessing and power analysis

Washington University, Psychiatry Department

Senior Data Coordinator | 2015.11 – now

Use HLM to evaluate the effect of gender in teenager psychiatry
Use NMF to find the patterns in coupled gene expression and schzephrenia data
Use random forest and clustering methods to identify subtypes of icu patients from a children hospital
Doing data analysis on ICU patients to find possible critical points and predict outcome after discharge

EDUCATION

Washington University

MS | 06/2015-12/2016

Major in Biostatistics
Top 1% in the program

Shanghai Jiao Tong University

BS | 09/2011-16/2015

Zhiyuan School
Major in Biology
Minor in computer science

SKILLS

Languages: Python, PHP, JavaScript, Perl, Java, C++

Framework: Flask, Falcon, Angular, React

Database: MySQL, Redis, elastic search

Mathematical tools: Matlab, R, SAS, Mplus, SPSS

Machine Learning: Pandas, Scikit-learn, Keras, TensorFlow

Other tools: vim, rabbitmq, docker, pandas, aws, nginx

Speaks: Chinese, English and Spanish

CAMPUS INVOLVEMENT

Chair of Organization Department in SJTU Zhiyuan

Chair of Organization Department in WashU CSSA

Interns

Ogilvy and mather

Roche

JIAYU (GARY) WANG

AI software engineer

Objective: Build easy to access AI product