Chuan Heng (Henry) Lin National Taiwan University, Taipei, Taiwan 106 +886938507930 / [email protected] EDUCATION National Taiwan University 2013 - present M.S. in Civil Engineering (Transportation Division) Advisor: Prof. Albert Y. Chen Research focus on intelligent transportation system, smart infrastructure system and computer aided engineering using methodologies such as Geographic Information Systems (GIS), Machine Learning, Data Mining and Machine Perception techniques. National Taiwan University 2008 - 2013 B.S. in Civil Engineering PU BL IC AT IO NS Chen, A.Y. and Lin, Chuan-Heng*. (2014) ”Distributed Decision Making for Real-time in-Building Evacuation Guidance.” The International Conference on Computing in Civil and Building Engineering (ICCCBE XLVIII) and International Council for Research and Innovation in Building and Construction(CIB) Ｗ078 conference, Orlando, USA, June 23 - June25. Chen, A.Y. and Lin, Chuan-Heng*. (2014) ”A Dynamic Distributed In-building Evacuation Guidance System”, The International Symposium on Reliability Engineering and Risk Management (ISRERM 2014), Taipei, Taiwan, May 20 - May 24. TECH NI C AL PROJ EC T S Bike Sharing Demand Prediction 03/2014 – 07/2014 Course : Data Mining Acquired data from the Kaggle Competition and applied time series analysis and basic machine learning models such as Support Vector Machine, RandomForest, Generalized Boosted Regression Models, etc. to predict the bike usage demand; this program was written in R. Chinese Hand-Writing Recognition System 09/2013 – 01/2014 Course : Machine Learning Combined image pre-processing and machine learning techniques such as Support Vector Machine and Random Forest to identify twelve different Chinese characters; applied down sampling and cropping to filter the data. 3D Simultaneous Localization and Mapping 09/2013 – 01/2014 Course : Robot Perception and Learning Implemented computer vision technique to find SIFT features from images captured from a robot equipped with RGBD cameras; used odometry and kalman filter to minimize error measurements; this program was written in C++ with OpenCV library and PCL library. 2012 OpenHCI Workshop - STREET VOICE 光⾳音 07/2012 – 07/2012 Participated in the Human Computer Interaction (HCI) workshop, which promotes cross-disciplinary communication and collaboration between user experience engineering (UXE) and human-centered design (HCD). Designed a project named "Street Voice" to capture live music performances in a park in Taipei; reflected mainstream life style through the use of music and lighting that evokes memories of the neighborhood. This project was reported by the local media. (癮科技 / BIOS Monthly) . WORK EXPERIENCE National Taiwan University Teaching Assistant Course : Automation and Robotics Course : Civil Engineering Cornerstone Challenge Course : Air Transportation Management Course: Civil Engineering and Disaster Management National Science and Technology Center of Disaster Reduction Associate Assistant Established a GIS database and automated the procedure of transferring Google Earth files to this database. 09/2012 - present 09/2012 - 02/2013 AWARDS & ACHIEVEMENTS Ministry of Science and Technology — Academic Financial Support Award 2014 Acknowledged by the Ministry of Science and Technology and received government subsidy to present at ICCCBE conference in Orlando, Florida. National Taiwan University Basketball Cup - Silver medal 2014 Led the department basketball team and won the silver medal for the first time at the school-wide Championship final game. University Basketball Association II — Quarter Final 2012 Participated in the starting lineup and averaged 12 points and 10 rebounds per game in a series of all-school tournament. Google search competition for the Valentine’s Day — Winner 2011 Created a short film showcasing Google search functions for planning activities on Valentine’s Day; won the first place out of hundreds of applicants in this film competition hosted by Google. PROFICIENCY Language Native Chinese speaker. Proficient in English writing, reading, and speaking. Basic understanding of Japanese. Programming JAVA, C/C++, MATLAB, R, Python, Arduino, PHP, SQL, HTML, javascript Art & Design Adobe photoshop, Adobe illustrator, blender, Sketch up, Omex, Autodesk AutoCAD, Autodesk Revit