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I and looking for opportunities and have experience on several disciplines, including video coding(5 years since master), bittorrent-like p2p network(4 years), collective intelligence(2 years), machine learning algorithms and distributed computing(5 years). 

National Taiwan University

AI Manager

張峻源

ViewSonic

 ○	 Improved the accuracy of auto-label engine, and the proposed an evaluation approach. 
 ○	 Performed social-distance detection project.

 ○	 Developed ground-truth level auto-labeling algorithm for object detection, e.g., face, human, animals, vehicle.
 ○	 Studied auto-ml for edge Ai

Gigalink Technology Holding Limited

Senior Manager

○  Researched solutions for model compression for ADAS.

Qian Jun Technology Ltd

Deputy Director

 ○	 Initiated turnover prediction project for direct labors. 


Wistron

Data Analytic Assistant Manager

 ○	 Studied machine learning algorithms and Apache Spark's core includes mapreduce and RDD's cache, partitioning and optimization, dataframe, and mlib. 
 ○	 Simulated channel assignment using Spark.

ZyXEL

Research/Data Scientist

 ○	 Built a research prototype, including a data gathering and analysis 
 environment based on PTT the largest BBS in Taiwan, to understand from counseling point of view whether online wisdom of crowd can be applied for professional helping service. 
 ○	 Built a new crowdsourced incentive Q/A platform.

Postdoctoral Fellow

 ○	 Led a team 4 computer science graduates to design a fast transcoding from H.264/AVC to H.264/SVC, a fast mode decision to speed up H.265/HEVC and a low complexity rate model of H.264 CABAC accepted by IEEE VCIP14 .

National Taiwan University EE/CS

 ○	 Designed a rate model and controller for H.263 in TMN8 IEEE ICASSP06, IEEE ICC07, IEEE CSVT08, IEEE ISJ2 012 
 ○	 Designed a low complexity rate mode of H.264 CAVLC in JM IEEE ICASSP  07 . 
 ○	 Led a team 6 graduates to prototype a live p2p 
 streaming system. 
 ○	 Conducted an extensive event-driven simulations in P2PSim, and deduced a mathematical model to evaluate bandwidth utilization when some high-priority information is delivered in a swarm fashion so that we can optimize the delivered video quality in swarm-based p2p streaming system SIGCOMM09 
 poster, IEEE ICME09 oral, IEEE ICNP1 1 poster, IEEE HPCC11.

張峻源’s posts