R&D Engineer Resume Example
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R&D ENGINEER
- shunwenc.com
Accomplishments
- Text Predictor, Coursera Data Science Capstone Project github.com/../NLP-Text-Predictor.
- Use natural language processing technique and R-package to build a n-gram model from HC Corpora corpus for predicting next word from a series of words/sentences.
- The final result is presented as a Shiny App.
- Train a Smartcab, Udacity Reinforcement Learning Project github.com/../Train-a-Smartcab.
- Use reinforcement learning techniques and pygame package in Python to train a Smartcab driving agent in a virtual world with street lights and crossroad traffics.
- The training result has A+ rating on both safety and reliability with tuned Q-Learning parameters.
- Game App Revenue Analysis, Coursera Big Data Capstone Project github.com/../Catch-the-Pink-Flamingo.
- Explored and processed the data set intended to simulate big data generated from a large number of users who are playing out imaginary game, Catch the Pink Flamingo, a product of Eglence Inc.
- Used KNIME for decision tree creation and clustering, Spark MLlib with PySpark for big data analytics, and Neo4j for graphic visual analytics.
- Final result is gathered to suggest Eglence Inc.
- on how to improve game revenue based on the user data.
Professional Summary
A goal-oriented and organized professional with proven ability to work in teams, communicate effectively and handle
several projects simultaneously in a timely manner. Experienced in various machine learning techniques and data
analysis skills. Seeking full-time position as a data scientist.
Skills
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Work History
R&D EngineerSep 2015 - Current
Iconma, L.L.C.Deptford
Iconma, L.L.C.Deptford
- IC Design.
- Develop Perl codes for electronic design tools flow automaztion.
- Collaborate with team members on chip place & route design, power analysis, and timing analysis all the way to tapeout process.
- Research and develop methodologies for silicon yield improvement.
Research AssistantJan 2010 - May 2015
Dlh Holdings Corp.Atlanta
Dlh Holdings Corp.Atlanta
- Published 11 journal papers in nanoscience/nanotechnology field with more than 70 citations.
- Collaborated with other research groups with different expertise.
- Led a project of 3 people and trained 2 junior graduate students on optical skills and nano-device fabrication process.
Education
Nanodegree Certificate: Machine LearningCurrent
Udacity
Udacity
Specialization Certificate: Data ScienceOctober 2016
Coursera
Coursera
Specialization Certificate: March 2016
University of Southern CaliforniaCity, State
University of Southern CaliforniaCity, State
Ph.D: PhysicsMay 2015
- Physics Also enrolled in Computer Science dual degree program 21 units of related coursework
- Recipient of Graduate Merit Scholarship
B.S: PhysicsJune 2009
National Taiwan UniversityCity
Physics
National Taiwan UniversityCity
Physics
Languages
English, Manderin Chinese
Certifications
Coursera Big Data Specialization
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Resume Overview
School Attended
- Udacity
- Coursera
- University of Southern California
- National Taiwan University
Job Titles Held:
- R&D Engineer
- Research Assistant
Degrees
- Nanodegree Certificate : Machine Learning Current
Specialization Certificate : Data Science October 2016
Specialization Certificate : March 2016
Ph.D : Physics May 2015
B.S : Physics June 2009
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