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Software engineer
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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Sekarang
Software Engineer
Dalam satu bulan
Python
AI & Machine Learning
Image Processing
Sudah bekerja
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立台灣大學
生物產業機電工程所
Avatar of Max Shih.
Avatar of Max Shih.
Director of software R&D department @Phrozen Inc.
2024 ~ Sekarang
Software Engineer
Dalam satu bulan
Max Shih A math enthusiast and geeky computer vision algorithm engineer. Director, Software R&D Department Phrozen Inc., Taipei, TW [email protected] Skills Dev Tools C & C++ Python Version Control TortoiseSVN / Git Computer Vision 3D Scanner Development SLAM Open3D GUI Program Framework Qt + OpenGL / ImGui Math Statistics Optimizations Advanced Calculus Complex Analysis Topology / Tensor / Metric Spaces Theory Professions Algorithm developments Software project & team management Deep Learning Keras + TensorFlow OpenCV Languages Mandarin Chinese Taiwanese English, TOEIC 945 Work Experience Director of Software R&D Department, Feb 2024 ~ now
C++ and C
Python
OpenCV
Sudah bekerja
Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
Georgia Institute of Technology
Doctor of Philosophy in Structural Engineering
Avatar of Paul Tang.
Avatar of Paul Tang.
Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ Sekarang
Software Engineer
Dalam satu bulan
vision API for fashion application - Upgrade legacy backend service to modern architecture. - Enable CI/CD flow and deployment - Build internal frontend application as a full-stack developer [Core technology] - Python/JavaScript - Django/Django Rest Framwork/Chalice AWS Lambda/Flask/FastAPI - Vue.js - Tensorflow/Keras/OpenCV Software Engineer • 盛星科技 | Astra Inc. 十二月四月Build innovative computer vision and pedestrian detection backend service - Build and maintain a high availability of deep learning-based computing systems - Develop human detection and facial recognition deep learning models and
Python
Docker
Linux
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
Nation Taiwan University
Bioelectronic and Bioinformatics
Avatar of 林暉騰.
Avatar of 林暉騰.
AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation
2022 ~ Sekarang
Software Engineer
Dalam satu bulan
Breathing Behaviour and Automatic Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等  2015 New Taipei Industrial Value Creation Program for Academia 2015 Taipei International Invention Show & Technomart 2015 Taiwanese Society of Biomedical Engineers Image Processing Familiar with C++/Java development 5+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 2 year experience in Python 2 year experience in Tensorflow 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :
Deep learning with TensorFlow
Keras
Computer Vision
Sudah bekerja
Tidak terbuka untuk peluang
Full-time / Tidak tertarik bekerja jarak jauh
4-6 tahun
國立臺灣科技大學 National Taiwan University of Science and Technology
醫學工程
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Data Analyst @R STUDIO
2022 ~ Sekarang
Software Engineer
Dalam satu tahun
Word
PowerPoint
Excel
Siswa/Mahasiswa
Magang / Tidak tertarik bekerja jarak jauh
4-6 tahun
BISE LAHORE BOARD
Metric
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Avatar of the user.
MTS Software Development Engineer @AMD
2022 ~ Sekarang
Software Engineer
Dalam satu bulan
C++
Python
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
National Tsing Hua University
Mathematics
Avatar of 陳毅承.
Avatar of 陳毅承.
Co-Founder & Algorithm developer @iStaging
2015 ~ Sekarang
Software Engineer
Lebih dari satu tahun
Yi-Cheng, Chen Team Management / Full Stack Developer Taipei,TW [email protected] Education Master of Science, Institutes of Multimedia Engineering National Chiao Tung University, 2011~2014 • Dissertation: Interactive Visual Analysis for Vehicle Detector Data Bachelor's Degree, Applied Mathematics National Chiao Tung University, 2006~2011 • Event General Coordinator of "Applied Mathematics Camp 2009" • Stage Manager / Actor of "Earth Boom" drama club Working Experience KooData, Technical Lead, Nov 2019 ~ Present Led an R&D team with agile development and b uild up CI/CD flow by Bitbucket / Cloudbuild / Jenkins. System architecture planning
Unity3D
pytorch
tensorflow
Tertarik bekerja jarak jauh
4-6 tahun
National Chiao Tung University
Institutes of Multimedia Engineering
Avatar of Phidias Chiang.
Avatar of Phidias Chiang.
System Development Engineer @Amazon Web Services (AWS)
2023 ~ Sekarang
Software Engineer
Dalam enam bulan
and choosing the technology solution stack for the company's product Building software team's workflow and coding standards Building office's network and internal service infrastructure Software Engineer Tech Lead DT42 六月十月 2019Taipei, Taiwan Co-working with Acer to create a low overhead Python wrapper for Tensorflow Lite C++ image classification running on Acer aiSage device, which only adds 2 to 4 ms overhead Software Engineer DT42 十二月六月 2018Taipei, Taiwan Migrating backend architecture from AWS EC2 GPU instances to on-demand AWS ECS service, which reduce 80% costs Hardware Enablement
C++
C
Python
Sudah bekerja
Tidak terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
NSYSU, Taiwan
CSE
Avatar of 許軍斌.
Avatar of 許軍斌.
軟體工程師 @陞泰科技
2011 ~ 2019
software engineer
Lebih dari satu tahun
1. 公司內部的產品(RSSoyal 與 psp刷卡機(network) 3. Denso雷射掃描器 4. 律基車牌辨識系統 5. TCIT人臉辨識 6. Axxon辨識系統 7. tensorflow辨識行人 8. honeywell整合(Modbus) CMS 1. rtsp live(ffmpeg+WPF) 2. onvif client 3. 回放介面與操作 4. 遠端備份NVR 5. 搖桿控制操作介面與
WPF Development
vue.js
asp.net core
Tidak terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
國立勤益科技大學
電機工程

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Dalam satu bulan
Coffeine to code converter
Logo of AMD.
AMD
2022 ~ Sekarang
Taipei City, Taiwan
Latar Belakang Profesional
Status sekarang
Sudah bekerja
Tahap pencarian kerja
Profesi
Lainnya
Bidang Pekerjaan
Software, Semikonduktor
Pengalaman Kerja
6-10 tahun
Management
Tidak ada
Keterampilan
C++
Python
Bahasa
Chinese
Bahasa ibu atau Bilingual
English
Menengah
Japanese
Pemula
Preferensi Pencarian Pekerjaan
Jabatan
Software Engineer
Tipe Pekerjaan
Full-time
Lokasi
Taipei, Taiwan, United States
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Tidak
Pendidikan
Institusi Pendidikan
National Tsing Hua University
Jurusan
Mathematics
Cetak

Zong-Ci Lu (Serge)

+886-963-453-205
[email protected]

Experience

AMD,2022/05 - present

  • Develop GEMM kernel for AMD GPU in GCN assembly
  • Study on different stratedies on GPU kernel fusion such as GEMM + GEMM and GEMM + Softmax + GEMM

Appier,2022/03 - 2022/05

  •  Developed API for AIQUA service

Skymizer,2020/01 - 2022/03

  • TensorFlow integration with DLA (Deep Learning Accelerator)
  • Sped up float to int8 quantization by using x86 SIMD instructions(10%~50% improvement depends on batch size)
  • Developed customized neural network visualization tool to help developers to debug graph partitioning result
  • Amended forward shape inference in TensorFlow(e.g. Pad)
  • Utilized backward shape inference to enhance graph partitioning result(200% size in Mask RCNN)
  • Neural network quantization and calibration for specific DLA(including CMSIS-NN & Andes NN library backend, used in Tiny ONNC)
  • Customized neural network inference engine with MLIR for specific DLA simulation
  • Achieved 99.9+% accuracy in int8 mode of specific DLA for DLRM model in a tight schedule
  • Built deep learning model calibrator with MLIR
  • Studied state-of-the-art deep learning model quantization/calibration methods and implement them in C++ for specific DLA.

Positive Grid,2016/07 - 2020/01

  • Developed models and controllers in native layer(C++ & JUCE) of web-based desktop app(e.g. BIAS Amp, BIAS FX,...)
  • Developed backend service(Python & Flask) for music information retrieval and MIDI file generating on Google Cloud Platform(for GoGuitar)
  • Developed real-time harmonic pitch class profiling & chord detection module for GoGuitar(C++ & Objective-C for iOS bridge)
  • Developed cross-category item recommendation system for GoGuitar(Python & LightFM)
  • Developed JACK-based audio application on embedded Linux
  • Developed QML GUI app on embedded Linux

Fatek Automation,2015/11 - 2016/07

  • Designed and implemented front-end software(Qt, C++ and some Python) for motion controller
  • Studied and implemented help document framework for HMI design tool
  • Implemented ladder logic programming language viewer for FATEK PLC

Adivic Technology,2014/04 - 2015/10

  • Designed RF recorder software automation flow
  • Designed and implemented RF recorder software GUI
  • Designed, implemented and automated RF device calibration flow

Wistron,2013/12 - 2014/03

  • Implemented algorithms for single/stereo camera calibration
  • Implemented an orientation and distance detection algorithm which inspired by camera calibration(see the YouTube link)
IFUNPLAY,2013/08 ~ 2013/11
  • Microsoft *.doc, *.xls, *.ppt format parser for iOS app

TesterSoft,2012/02 - 2013/05

  • Developed defect(line width, line space, pinhole...etc) detection algorithm for PCB film
  • Designed and implemented AOI software GUI by using Qt
  • Created an auto-correlation based image quality checking algorithm for camera auto-focus
  • Created a peak detection algorithm which be used in 3D scene reconstruction for laser triangulation method

Education


M.S., Mathematics, 2010, National Tsing Hua University, Hsinchu

B.S., Mathematics, 2008, National Tsing Hua University, Hsinchu

Skills


Programming Languages

  • Modern C++
  • Python 3

Libraries/Frameworks

  • JUCE
  • Qt
CV
Profil

Zong-Ci Lu (Serge)

+886-963-453-205
[email protected]

Experience

AMD,2022/05 - present

  • Develop GEMM kernel for AMD GPU in GCN assembly
  • Study on different stratedies on GPU kernel fusion such as GEMM + GEMM and GEMM + Softmax + GEMM

Appier,2022/03 - 2022/05

  •  Developed API for AIQUA service

Skymizer,2020/01 - 2022/03

  • TensorFlow integration with DLA (Deep Learning Accelerator)
  • Sped up float to int8 quantization by using x86 SIMD instructions(10%~50% improvement depends on batch size)
  • Developed customized neural network visualization tool to help developers to debug graph partitioning result
  • Amended forward shape inference in TensorFlow(e.g. Pad)
  • Utilized backward shape inference to enhance graph partitioning result(200% size in Mask RCNN)
  • Neural network quantization and calibration for specific DLA(including CMSIS-NN & Andes NN library backend, used in Tiny ONNC)
  • Customized neural network inference engine with MLIR for specific DLA simulation
  • Achieved 99.9+% accuracy in int8 mode of specific DLA for DLRM model in a tight schedule
  • Built deep learning model calibrator with MLIR
  • Studied state-of-the-art deep learning model quantization/calibration methods and implement them in C++ for specific DLA.

Positive Grid,2016/07 - 2020/01

  • Developed models and controllers in native layer(C++ & JUCE) of web-based desktop app(e.g. BIAS Amp, BIAS FX,...)
  • Developed backend service(Python & Flask) for music information retrieval and MIDI file generating on Google Cloud Platform(for GoGuitar)
  • Developed real-time harmonic pitch class profiling & chord detection module for GoGuitar(C++ & Objective-C for iOS bridge)
  • Developed cross-category item recommendation system for GoGuitar(Python & LightFM)
  • Developed JACK-based audio application on embedded Linux
  • Developed QML GUI app on embedded Linux

Fatek Automation,2015/11 - 2016/07

  • Designed and implemented front-end software(Qt, C++ and some Python) for motion controller
  • Studied and implemented help document framework for HMI design tool
  • Implemented ladder logic programming language viewer for FATEK PLC

Adivic Technology,2014/04 - 2015/10

  • Designed RF recorder software automation flow
  • Designed and implemented RF recorder software GUI
  • Designed, implemented and automated RF device calibration flow

Wistron,2013/12 - 2014/03

  • Implemented algorithms for single/stereo camera calibration
  • Implemented an orientation and distance detection algorithm which inspired by camera calibration(see the YouTube link)
IFUNPLAY,2013/08 ~ 2013/11
  • Microsoft *.doc, *.xls, *.ppt format parser for iOS app

TesterSoft,2012/02 - 2013/05

  • Developed defect(line width, line space, pinhole...etc) detection algorithm for PCB film
  • Designed and implemented AOI software GUI by using Qt
  • Created an auto-correlation based image quality checking algorithm for camera auto-focus
  • Created a peak detection algorithm which be used in 3D scene reconstruction for laser triangulation method

Education


M.S., Mathematics, 2010, National Tsing Hua University, Hsinchu

B.S., Mathematics, 2008, National Tsing Hua University, Hsinchu

Skills


Programming Languages

  • Modern C++
  • Python 3

Libraries/Frameworks

  • JUCE
  • Qt