Experience

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  Beijing greennet communications

  Aug 2008 - Sept 2008

  Marketing analysis intern

  • Completed the marketing analysis report of five cities in Henan Province• Translated English documents about strategic marketing for employee training

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  Roland berger

  Apr 2010 - Sept 2010

  Marketing strategy intern

  • Made market research about revenue, distributors, popularity of female cosmetics in both domestic and abroad markets• Analyzed information collected for strategy planning• Presented concluded strategy and potential risks based on market information• Event planning and execution like meeting record

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  The university of akron

  Sept 2011 - May 2014

  • Collected data about the pitting corrosion of oil/gas pipelines from BP and Shell• Proposed and built a math model to make the corrosion risk assessment• Reported to companies about the results verified by practical data • Taught College Algebra discussion session for 2 sections (30 students in each);• Assisted professors in grading homework, quizzes, and exams

  • Graduate Assistant | Applied Mathematics

    Aug 2011 - May 2014

  • Teaching Assistant | Applied Mathematics

    Sept 2011 - Dec 2013
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  Sasaki

  Jul 2012 - Dec 2012

  Strategies planning intern

  • Worked on several master plans of colleges and universities like Colgate College, University of Maryland and University of Maine• Communicated with both clients and architecture team to satisfy customer needs• Collected market information to develop new clients• Built math models to evaluate the price and profitability of projects• Cooperated with multiple departments to solve detailed issues• Used Excel Pivoting and VBA to analyze the data base and optimized project workflow Show less

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  Ping an

  Mar 2014 - Jun 2016

  Project manager | healthcare

  • Led market expansion and developed a competitive market strategy for the health carefinancial leasing program in the central China area• Achieved more than $30 million investment in the health care market which is over the individualkey performance indicator ($25 million) during 2014-2016• Implemented the Stage-gate process for each project including the negotiation, projectlaunch, proposal writing, risk assessment, and contract review• Cold visited potential customers at all levels including executives for new businessdevelopment in more than 20 cities and counties• Independently completed market research with more than 100 hospitals and agents• Collected the data of competitors for strategy determination• Evaluated and projected market trends• Analyzed the feasibility of potential projects• Maintained a long-term cooperation with key clients• Cooperated with cross-functional teams from different departments• Took advantage of applied math background to optimize each leasing program based onspecific customer needs Show less

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  University of tennessee

  Aug 2016 - Jan 2017

  Research assistant

  » Studied Financial Management, Financial Accounting, Managerial Accounting» Assisted Statistics Department with explorative research

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  San jose state university

  Aug 2017 - Dec 2020

  Graduate student

  Photo Sharing App » Utilized AWS EC2, S3, DynamoDB, Cognito and Beanstalk to deploy a web application for storing and sharing photosOpportunity Hack San Jose 2019 » Won Top 6 teams among all competing teams (35+)» Provided feasible and justifiable solutions for a nonprofit organization to consolidate data in multiple platforms and generate customized report within two daysiDog Web Application » Successfully launched website idog.tech where users can get predict dog breed by submitting images and corresponding local shelter information» Trained a deep learning model using PyTorch to identify dog breeds using transfer learning with 94% accuracy rate» Deployed the project with SQLite and PostgreSQL database system that was able to store/retrieve user information and reduced API requesting» Implemented user authentication & authorization and applied form validation using FLASK» Designed UI of the web application Built pages using HTML, CSS, Bootstrap4Airline Research System » Designed schema, implemented CURD operations, applied foreign key constraints and triggers in SQL» Implemented storing information and retrieving information through stored procedures using MYSQLStreet Trash Detection » Labeled 800~ street images with street trash (mainly leaf piles) in San Jose area » Trained an object detection model using SSD as the base model with TensorFlow API and obtained mAP >80% at IoU>0.5 Show less

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  Ford motor company

  Jun 2020 - Aug 2020

  Machine learning research intern

  - Successfully Implemented deep learning models for 3D object detection(cars) using transfer learning with lidar point cloud dataset- Reviewed and validated multiple models (voxel-based vs point-based) for lidar object detection- Debugged and optimized the model to be able to work with point cloud data only

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  Language i/o

  Apr 2021 - now

  Machine learning engineer