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Definition of Reputation Credits
Jie-Yu LIN
As a self-motivated engineer with passion and creativity in data analysis, I have worked within telecom- communication, module design and network optimization in leading-edge industry. I am also confidence with my problem solving skills by breaking down a problem into pieces and go through them step by step. Highly adaptive to new environment and transparent communication capability allow me to become an excellent co- worker and benefit to the company.
Looking for : Data Scientist, Machine Learning Engineer
Phone : +886919308069
Email : [email protected]
Experience
Orange France, R&D Engineer Intern, Mar 2018 ~ Sep 2018
- Reviewing 2G/3G/4G base stations current performance data between countries to fit clustering algorithm applicability.
- Develop server-preference modules to implement parameters daily adjust, improve 12% of hardware stability in base station.
- Providing solution to improve telecom network in average 24% of frequency usage and benefit to at least 1 million customers.
Tech : Python, Weighted Clustering, Data Analysis
Service Architecture Lab, Researcher, Oct 2017 ~ Mar 2018
- Study about 10k Facebook fan pages on “liked” numbers, posts and comments to predict future popularity of fan page users.
- Analyzing period “liked” numbers pattern to evaluate popular/unpopular fan page trends, reach accuracy 93%.
- Successfully predict America election result in 2016 and new movie’s popularity in India.
Tech : Python, Weka, Matlab, SQL, Crawler, Time-series Analysis
Microsoft Taiwan, Project Team Leader Intern, Jul 2014 ~ Jun 2015
- Leading 8 members for project brainstorming, KPI decision, mission execution and online platform maintain.
- Organizing a boot camp for 200 windows phone developers with technical support and teaching guide.
- At least 80% developers keep devoting on the platform and benefit to more than 150,000 users.
Tech : KPI Decision, presentation, leadership
Education
Télécom Sudparis, M.S. in Communication Networks and Services,
2017 ~ 2018
*Thesis : Location Area Optimization by Self-organized Network
*Internship : Orange France
National Chiao Tung University, M.S. in Communication Engineering, 2015 ~ 2017
*Thesis : 2.4/5 GHz High Linearity SiGe HBT Power-Combining Power Amplifier and Module Realization on Printed Circuit Board
National Chiao Tung University, B.S. in Electrical and Computer Engineering, 2011 ~ 2015
*Award : Special Contribution in Social Activity Net Impact
*Internship : Microsoft Taiwan
Jie-Yu LIN
As a self-motivated engineer with passion and creativity in data analysis, I have worked within telecom- communication, module design and network optimization in leading-edge industry. I am also confidence with my problem solving skills by breaking down a problem into pieces and go through them step by step. Highly adaptive to new environment and transparent communication capability allow me to become an excellent co- worker and benefit to the company.
Looking for : Data Scientist, Machine Learning Engineer
Phone : +886919308069
Email : [email protected]
Experience
Orange France, R&D Engineer Intern, Mar 2018 ~ Sep 2018
- Reviewing 2G/3G/4G base stations current performance data between countries to fit clustering algorithm applicability.
- Develop server-preference modules to implement parameters daily adjust, improve 12% of hardware stability in base station.
- Providing solution to improve telecom network in average 24% of frequency usage and benefit to at least 1 million customers.
Tech : Python, Weighted Clustering, Data Analysis
Service Architecture Lab, Researcher, Oct 2017 ~ Mar 2018
- Study about 10k Facebook fan pages on “liked” numbers, posts and comments to predict future popularity of fan page users.
- Analyzing period “liked” numbers pattern to evaluate popular/unpopular fan page trends, reach accuracy 93%.
- Successfully predict America election result in 2016 and new movie’s popularity in India.
Tech : Python, Weka, Matlab, SQL, Crawler, Time-series Analysis
Microsoft Taiwan, Project Team Leader Intern, Jul 2014 ~ Jun 2015
- Leading 8 members for project brainstorming, KPI decision, mission execution and online platform maintain.
- Organizing a boot camp for 200 windows phone developers with technical support and teaching guide.
- At least 80% developers keep devoting on the platform and benefit to more than 150,000 users.
Tech : KPI Decision, presentation, leadership
Education
Télécom Sudparis, M.S. in Communication Networks and Services,
2017 ~ 2018
*Thesis : Location Area Optimization by Self-organized Network
*Internship : Orange France
National Chiao Tung University, M.S. in Communication Engineering, 2015 ~ 2017
*Thesis : 2.4/5 GHz High Linearity SiGe HBT Power-Combining Power Amplifier and Module Realization on Printed Circuit Board
National Chiao Tung University, B.S. in Electrical and Computer Engineering, 2011 ~ 2015
*Award : Special Contribution in Social Activity Net Impact
*Internship : Microsoft Taiwan