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Engineer Software

Location:
Santa Clara, CA
Posted:
March 11, 2018

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Resume:

Chang Su

*** * ***** **** *** Angeles, CA *****

+1-408******* ac4rrv@r.postjobfree.com https://github.com/CatherineSue EDUCATION

University of Southern California (USC) – Los Angeles, CA Aug 2017 – May 2019 (Expected)

– Degree: M.S. Computer Science – Overall GPA: 4.0/4.0 Beijing University of Posts and Telecommunications (BUPT) – Beijing, China Sep 2013 – Jul 2017

– Degree: B.Eng. Software Engineering – Overall GPA: 87.6/100 Major GPA: 91.2/100 Rank: Top 3% EXPERIENCE

Baidu Inc. – Institute of Deep Learning Beijing, China Research and Develop Engineer Intern: Natural Language Processing

• Multi-turn Dialog System for Nuomi Hotel and Travel Platform Mar 2017 – Jun 2017

– Use word-embedding models to translate user voice query into tagged key words, and multi-turnly ask users questions to nail down their requirements, so as to improve the search accuracy of Nuomi Hotel Search Platform.

– Crawled hotel meta-data and review data from online hotel and travel platforms using Scrapy and Selenium.

– Designed and Implemented question recommend logic based on user’s query and search query retrieval number. Brown University – Humanity Centered Robotics Initiative Providence, RI Deep Reinforcement Learning, supervised by Prof. Michael Littman

• Build Transition Models on Di erent File Format for Artificial Intelligence Training May 2016 – Aug 2016

– Use deep learning model to learn the transformation among di erent file format including object-descriptions, actions and screen images to predict the most beneficial next step for a player in a video game.

– Generated object-location description and images data of PacMan by using PyVGDL. Established a Convoluted Neural Network(CNN) to conduct end-to-end predictions and learn the objects as a hidden state. TsingHua University – Center for Speech and Language Technologies (CSLT) Beijing, China Research Assistant Intern: Natural language processing

• Poem-maker – Chinese Song Iambics Generator with Neural Attention-Based Model Dec 2015 – Feb 2016

– Use attention-based LSTM models to produce a Chinese poem incorporating the topic and lead user inputs.

– Designed and developed the display website of the generator based on Tornado. BUPT – BUPT Enterprises Information Laboratory Beijing, China Research Assistant: Natural language processing, Data Mining

• FunJob – Hadoop-Based IT-Career Data Analysis System Apr 2015 – Feb 2016

– Use the Logistic Regression(LR) model running on Mahout to classify the IT-related resume data stored on Hadoop to generate user’s career analysis including position recommendation, salary prediction and similar person search.

– Extracted trait-detail pairs from JSON-based resume data. Implemented the LR algorithm and designed the NoSQL database structure. Designed and set up the display website of the system based on CSS, JavaScript and HTML. SELECTED PROJECTS

Phone4u, Independent work Dec 2016 – May 2017

– A recommendation system which can recommend phone and accessories to users based on their reviews and browsing history.

– Implement all the Collaborative Filtering algorithms and deep learning models using TensorFlow and theano, including K- Nearest Neighbors, Matrix Factorization and Convolutional Neural Network. Developed the web application by Tornado. Book-Aholic, Team Member Mar 2016 – May 2016

– An online bookstore based on Structs, Spring & Hibernate(SSH) framework, supporting sifting, exhibiting, purchasing books.

– Set up the SSH framework for an online bookstore and designed the database structure on MySQL. Implemented multiple functions using Java, JavaScript, Ajax and SQL, integrated the front-end and the back-end. Primer Go, Independent Work Oct 2015 – Dec 2015

– Programmed a Go game based on .Net C/S Framework, supporting online and o ine play. SELECTED HONOURS & AWARDS

• Honored Graduation Thesis of BUPT 2017

• First Prize, The 8th College Innovation Program (National-level) 2016

• Second Prize Scholarship of BUPT (Top 5%) 2016

SKILLS

Proficient Languages C++/C, C#, Java, Python, Shell Capable Languages HTML, JavaScript, LATEX, Markdown, R Tools and Systems Flask, Git, MongoDB, TensorFlow, Theano, Tornado, Vim



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