EDUCATION

University of Southern California, Los Angeles CA Excepted May.2021

• Master of Science, Applied Data Science

Beihang University, Beijing, China Jul.2015

• Bachelor of Engineering, Computer Science & Technology WORKING EXPERIENCE

Megvii(Face ++) Tech Co.,Ltd, Beijing, China — SDE Intern Oct.2018—Jan.2019

• Built in-group web based tools for testing with React and Express

• Preprocessed data for AI model training with Python and stored into MongoDB RESEARCH AND PROJECT EXPERIENCE

Sketch2Anime— Python, PyTorch, ReactJS Sep.2020—Dec.2020

• Generating Anime images based on users’ sketch with GAN and Auto Encoder.

• Contributed to implementing and training different neural network models, and built the web- site front end.

Yelp Rating Prediction System— Python, Tensorflow Apr.2020—May.2020

• Built a Neural Network Collaborative Filtering model to predict users’ ratings (1~5 stars) of stores based on their rating behaviors.

• Achieved a lower RMSE than that of the original Collaborative Filtering. Mini Go Game AI Agent— Java Mar.2020—Apr.2020

• Built an AI agent for a 5*5 Go game, with the model of Min-Max and Alpha-Beta pruning.

• Achieved a win rate over 70%.

New York Job Position Analysis — Python, TypeScript Sep.2019—Dec.2019

• Using Firebase to implement data storage.

• Build a website using TypeScript and React and achieved data visualization using dx React Charts and Google Maps API.

Research: Emergence of online echo chambers — Python, Gephi Feb.2018—Oct.2018

• Concerning about how political echo chamber is enhanced or inhibited by political campaigns on large-scale social networks.

• Conducted data processing using network analyzing methods, including establishing network graph of the largest connected component, community detection via Louvain Algorithm, and network visualization using Gephi.

School Education Management System —JS, Python Jul.2017—Jan.2018

• Attended to the design of web pages and contributed code to the front end.

• Implemented the back end with Django and MySQL.

China Unicom Traffic Analysis System — Java, JS, Python Sep.2016—Apr.2017

• Gathering the network traffic to make analysis and predictions.

• Attended to implement big-data analysis & predictions with Hadoop.

• Attended to contribute code to the front end (jQuery) and back end (Spring). Medical Cases Management System — JS, Python Dec.2015—Apr.2016

• Contributed code to the desktop front end with jQuery.

• Implemented the back end with Django and MySQL.

A Compiler — C++ Sep.2014—Mar.2015

• Converting the code of a pascal-like code to middle level IR

• Converting IR to MIPS assembly code

SKILLS:

Programming Languages: Python, Java, C++, HTML, SQL, JavaScript/ TypeScript, MongoDB, Scala,

Applications: Web, Machine Learning, Big Data, Server Tech stacks: Tensorflow, PyTorch, Hadoop, Spark, Django, Spring, Express, React, AWS Lingyu(Nico) Ge

Los Angeles,CA adkj87@r.postjobfree.com 213-***-****

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