CakeResume Talent Search

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產品工程師 測試工程師
En seis meses
Excel
Outlook
PowerPoint
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
逢甲大學
電子工程學系
Avatar of Bradd Lee.
Avatar of Bradd Lee.
Past
歌手/製作人 @任意門娛樂股份有限公司
2021 ~ Presente
企劃
En seis meses
deliver exceptional results. • Collaborating with artists to develop and produce high-quality music that meets their artistic vision and resonates with audiences. • Providing musical direction and guidance to artists during recording sessions, while using my technical expertise to create a polished and professional final product. Collaborating with engineers and other music professionals to mix and master recordings to the highest standards. • Keeping up-to-date with the latest trends and technologies in music production, while leveraging my deep understanding of the industry to deliver hit records across multiple genres. • Managing relationships with record labels and
word
google drive
english
Desempleado
A tiempo completo / Interesado en trabajar a distancia
6-10 años
東吳大學
英國語文學系
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Avatar of the user.
Intern @商業發展研究院 Commerce Development Research Institute
2023 ~ Presente
Program Manager
En un mes
Word
PowerPoint
Excel
Estudiando
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Yang Ming Chiao Tung University
Global MBA Program
Avatar of 林書暐.
Avatar of 林書暐.
專案副理-零售業務部 @神腦國際企業股份有限公司 Senao International Co., Ltd.
2023 ~ Presente
Business Intelligence, Data Analyst, Strategy Planning
En un mes
accessory pricing and repair service fee pricing. - Set sales KPIs, and designed commission incentive programs for engineers and franchisees. [Achievements] - The repair service revenue achievement rate was 102% in 2022Q1-Q3, with a YoY growth of 33%. - Turned a loss into a profit for Gogoro stores by engineer allocation and expense recognition principle adjustment by reducing the cost and maximum productivity. - Joined the repair service fee adjustment project in 2022, and was responsible for P&L evaluation. Scooter Business Planner • Gogoro JanAugResponsible for electric scooter sales planning - Developed scooter sales forecasting and product mix plan
Analysis
Forecast
Planning
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
國立中山大學
Master of Business Administration
Avatar of David Christov.
Avatar of David Christov.
Past
Creative, Design, Technical & PR Consultant @Briljent
2018 ~ Presente
Associate Creative Director or Sr (Interdisciplinary) Art Director
En un mes
David Filip Christov So, who is this guy? In short... Some say he is a great mix of design street smarts, geek chic & being a creative with a gift for imaginative visualisation, and functional multifaceted design and technical expertise. David encompasses a mixed combination of skills & experience: Art Direction/ Graphic Design/ Photography/ Advertising/ Marketing/ Packaging/ Training etc. He also comprehends & fulfils these fields with a high level of technical skill & knowledge with mastery of many of the essential tools within these and many other fields both manually & digitally.
Photoshop
Ilustrator
InDesign
Desempleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
Más de 15 años
Small Business Management
Cert IV Further Education
Avatar of Bluegrass Dairy and Food.
Specialty Food Ingredients Supplier
Más de un año
Food, we understand the complexity inherent in a pat of butter. We cater exclusively to food manufacturers who, by nature of the work that they do, have very particular flavor and texture needs. These requests often can't be met with typically-produced, full-moisture butter; however, we engineer our diverse line of powdered butters to meet a wide range of culinary applications. Our powders can be readily utilized in place of traditional butter, and work superbly in large-batch soups, sauces, candies, and pastry mixes. Cheese Powders Bluegrass Dairy and Food is a food manufacturer
Food Industry
Dehydrated Goods
Business to Business Relationship Building
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
Más de 15 años
Glasgow
Kentucky
Avatar of Rocking Lai.
Fuera de línea
Avatar of Rocking Lai.
Fuera de línea
Machine Learning Software Engineer @AMD
2021 ~ Presente
Machine Learning Engineer
En el plazo de dos meses
arithmetic for deep learning. Deep Learning Engineer , CVITEK, OctSep 2021 Spin off from Bitmain . Mainly focus on deep learning accelerator (so called NPU or TPU) and stereo vision accelerator. Deep learning accelerator a. Research and prototype the int8, int4 and bf16 quantization algorithm. b. Mix-precision algorithm based on Post training, result had applied patent in US and CN (USA1, CNA). c. Model compression flow (heterogeneous quantization). d. Design quantization flow in deep learning compiler (graph optimization, calibration, fine tuning, mix-precision). e. Implement frontend of deep learning
Deep Learning
Computer Vision
C++
Empleado
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Chiao Tung University
Computer Science
Avatar of Irsyad Ali.
Avatar of Irsyad Ali.
Audio Editor, VO Post-Production @TearGas Lab Studio
2022 ~ Presente
Audio Editor
En un año
Mix and balance multiple audio tracks or music for voice-over and audiobook projects to create a seamless final product. Remove background noise, clicks, pops, and other unwanted sounds from audio files. Ensure proper pacing, timing, and rhythm of the voice-over recordings. Founder and Senior Sound Engineer TearGas Lab StudioPresent) Bandung, Indonesia Record vocals and music in any digital format. Mix and master vocal arrangements and music compositions, and optimized songs, and albums. Regulate volume level and sound quality during recording sessions. Control sound levels and outputs to produce high-quality tracks for
Reaper DAW
Izotope
Adobe Audition
Empleado
A tiempo parcial / Interesado en trabajar a distancia
Más de 15 años
Avatar of the user.
Avatar of the user.
Senior Engineer @So-net Entertainment Taiwan
2018 ~ Presente
Engineer
En un plazo de tres meses
Unity3D
Godot
Python
Empleado
A tiempo completo / Interesado en trabajar a distancia
10-15 años
遠東科技大學 Far East University
Department of Information Management
Avatar of ope tirta.
Avatar of ope tirta.
Mass Com and Spri Multimedia @Polres Metro Jakarta Selatan
2020 ~ 2022
UI Desiger / Web Designer / Graphic Design
Más de un año
Taufiq Tirtadijaya Source Mix Design | Potovideo Editor | Web Design | Content Creator | Export Sales Specialist Obtain a position that can channel my abilities in the field of Acounting and Computerized based on my background and Design as my passion maybe you can call me like Multi Talent person. Provide a high dedication and loyality to the company. General Tools ads Wordpress Power Point word Excel Design Tools Illustrator Photoshop Premiere Pro xd Figma EXPERIENCE Mass Com & Spri Multimedia Polres Metro JakSel JanuariJanuariDocumentation and support all routine activities of the Polrestro Jaksel. 2. Content Design, Social Media and
International Sales & Marketing
Web Design
Video Editing
Empleado
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
BINUS University
Accounting Computerized

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
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En el plazo de dos meses
Machine Learning Software Engineer @ AMD
AMD
2021 ~ Presente
Taiwan
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
Professions
Machine Learning Engineer
Fields of Employment
Semiconductores
Experiencia laboral
6-10 años
Management
Habilidades
Deep Learning
Computer Vision
C++
Image Processing
Docker
Scrum
Video Streaming
Idiomas
Chinese
Nativo o bilingüe
English
Intermedio
Job search preferences
Posición
Machine Learning Engineer
Tipo de trabajo
A tiempo completo
Ubicación
Taiwan, Taipei, 台灣
A distancia
Interesado en trabajar a distancia
Freelance
Educación
Escuela
National Chiao Tung University
Mayor
Computer Science
Imprimir
新竹港式料理.jpg

Rocking Lai

Introduction 

I am a deep learning engineer as well as professional software engineer. I take part in various deep learning & computer vision projects, from software application to AI chip. Also have the experience of developing video surveillance system (full-stack). In addition, I strive for learning and constantly looking for ways to share my knowledge. I am the mentor of Coursera, which helps students in learning computer vision and machine learning.

Skills 

Domain Knowledge 

  • GPU Programming
  • Deep Learning Compiler
  • Neural Network Quantization
  • Computer Vision Algorithm
  • Surveillance System

Tool 

  • C++
  • Python
  • Pytorch
  • OpenCV

Experience 

Machine Learning Software Engineer, AMD, Sep 2021 - Present 

  • Develop GPU backend of various deep learning framework. Eg. PyTorch, Tensorflow, Onnx runtime
    a. Implement and optimize GPU kernel
    b. Proposed complex fused kernel, such as gemm + layernorm, gemm + reduction, gemm + softmax.
    c. Low precision arithmetic for deep learning.

Deep Learning Engineer, CVITEK, Oct 2019 - Sep 2021 

  • Spin off from Bitmain.
  • Mainly focus on deep learning accelerator (so called NPU or TPU) and stereo vision accelerator.
  • Deep learning accelerator
    a. Research and prototype the int8, int4 and bf16 quantization algorithm.
    b. Mix-precision algorithm based on Post training, result had applied patent in US and CN (US20220129736A1, CN114492721A).
    c. Model compression flow (heterogeneous quantization).
    d. Design quantization flow in deep learning compiler (graph optimization, calibration, fine tuning, mix-precision).
    e. Implement frontend of deep learning compiler (high level optimization and lowering to low level IR).
    f. Inference simulator via high level IR.
    g. Co-work with IC designer to design the cmodel of AI accelerator.
  • Stereo Vision accelerator
    a. Prototype the hardware-friendly stereo matching algorithm.
    b. Co-work with IC designer to design the cmodel.

Imlxnw96k4pw5ecmasom

Deep Learning Engineer, Bitmain, Aug 2018 - Oct 2019

  • Mainly focus on deep learning accelerator (so called NPU or TPU and so on)
  • Research of deep learning algorithm for edge AI accelerator.
    a. int8 and bf16 quantization algorithm.
    b. Post training based mix-precision algorithm.
    c. Quantization-aware training flow.
  • Deep learning compiler
    a. Quantization tool (calibration, fine tuning).
    b. Inference simulator for high level IR (cpu & gpu).
    c. Co-work with IC designer to design the cmodel of AI accelerator.

Imlxnw96k4pw5ecmasom

Algorithm Engineer, ULSee, Jun 2017 ~ Aug 2018

  • Vision algorithm for robot (object detection, gesture recognition, posture recognition).
  • Facial landmark tracking algorithm.
  • Improve face recognition flow.
  • Driver fatigue detection, phone talking detection for ADAS (Advance driver assistance system).
  • Plan & design the face recognition system for various projects. (IP camera integration, video management, lead the scrum flow).

Ovuysyw4opw53isngtk5

Software Engineer, NUUO, Sep 2014 ~ Oct 2017

  • Design and maintained the Network video recorder (NVR). It is an embedded Linux, which can received video stream from IP camera, various type of recording, video analytic, third party integration.
  • Develop new features for NVR client, which can play live video, playback video, smart search video, event management...etc.
  • Develop SDK of NVR, provide a way for third party to integrate our NVR.

Xpq7pojdp65cn0wbuqnj

Volunteer 

Course Mentor, Jan 2017 - Feb 2019

  • Machine Learning, offered by Stanford University.

  • Fundamentals of Digital Image and Video Processing, offered by Northwestern University.

Education 

Master's degree, Computer Science and Information Engineering

National Chiao Tung University (2012 - 2014)

Bachelor's degree, Computer Science

National Chiao Tung University (2008 - 2012)

Publication 


  • Toward Community Sensing of Road Anomalies Using Monocular Vision, IEEE Sensors Journal (Volume:16 , Issue: 8 ) 2016
  • Vision-Based Road Bump Detection Using a Front-Mounted Car Camcorder, IEEE International Conference on Pattern Recognition (ICPR 2014)

Patent 


  • Mixed-precision quantization method for neural network, US20220129736A1 (2021)
  • 神經網路的混合精度量化方法, CN114492721A (2020)
Resume
Perfil
新竹港式料理.jpg

Rocking Lai

Introduction 

I am a deep learning engineer as well as professional software engineer. I take part in various deep learning & computer vision projects, from software application to AI chip. Also have the experience of developing video surveillance system (full-stack). In addition, I strive for learning and constantly looking for ways to share my knowledge. I am the mentor of Coursera, which helps students in learning computer vision and machine learning.

Skills 

Domain Knowledge 

  • GPU Programming
  • Deep Learning Compiler
  • Neural Network Quantization
  • Computer Vision Algorithm
  • Surveillance System

Tool 

  • C++
  • Python
  • Pytorch
  • OpenCV

Experience 

Machine Learning Software Engineer, AMD, Sep 2021 - Present 

  • Develop GPU backend of various deep learning framework. Eg. PyTorch, Tensorflow, Onnx runtime
    a. Implement and optimize GPU kernel
    b. Proposed complex fused kernel, such as gemm + layernorm, gemm + reduction, gemm + softmax.
    c. Low precision arithmetic for deep learning.

Deep Learning Engineer, CVITEK, Oct 2019 - Sep 2021 

  • Spin off from Bitmain.
  • Mainly focus on deep learning accelerator (so called NPU or TPU) and stereo vision accelerator.
  • Deep learning accelerator
    a. Research and prototype the int8, int4 and bf16 quantization algorithm.
    b. Mix-precision algorithm based on Post training, result had applied patent in US and CN (US20220129736A1, CN114492721A).
    c. Model compression flow (heterogeneous quantization).
    d. Design quantization flow in deep learning compiler (graph optimization, calibration, fine tuning, mix-precision).
    e. Implement frontend of deep learning compiler (high level optimization and lowering to low level IR).
    f. Inference simulator via high level IR.
    g. Co-work with IC designer to design the cmodel of AI accelerator.
  • Stereo Vision accelerator
    a. Prototype the hardware-friendly stereo matching algorithm.
    b. Co-work with IC designer to design the cmodel.

Imlxnw96k4pw5ecmasom

Deep Learning Engineer, Bitmain, Aug 2018 - Oct 2019

  • Mainly focus on deep learning accelerator (so called NPU or TPU and so on)
  • Research of deep learning algorithm for edge AI accelerator.
    a. int8 and bf16 quantization algorithm.
    b. Post training based mix-precision algorithm.
    c. Quantization-aware training flow.
  • Deep learning compiler
    a. Quantization tool (calibration, fine tuning).
    b. Inference simulator for high level IR (cpu & gpu).
    c. Co-work with IC designer to design the cmodel of AI accelerator.

Imlxnw96k4pw5ecmasom

Algorithm Engineer, ULSee, Jun 2017 ~ Aug 2018

  • Vision algorithm for robot (object detection, gesture recognition, posture recognition).
  • Facial landmark tracking algorithm.
  • Improve face recognition flow.
  • Driver fatigue detection, phone talking detection for ADAS (Advance driver assistance system).
  • Plan & design the face recognition system for various projects. (IP camera integration, video management, lead the scrum flow).

Ovuysyw4opw53isngtk5

Software Engineer, NUUO, Sep 2014 ~ Oct 2017

  • Design and maintained the Network video recorder (NVR). It is an embedded Linux, which can received video stream from IP camera, various type of recording, video analytic, third party integration.
  • Develop new features for NVR client, which can play live video, playback video, smart search video, event management...etc.
  • Develop SDK of NVR, provide a way for third party to integrate our NVR.

Xpq7pojdp65cn0wbuqnj

Volunteer 

Course Mentor, Jan 2017 - Feb 2019

  • Machine Learning, offered by Stanford University.

  • Fundamentals of Digital Image and Video Processing, offered by Northwestern University.

Education 

Master's degree, Computer Science and Information Engineering

National Chiao Tung University (2012 - 2014)

Bachelor's degree, Computer Science

National Chiao Tung University (2008 - 2012)

Publication 


  • Toward Community Sensing of Road Anomalies Using Monocular Vision, IEEE Sensors Journal (Volume:16 , Issue: 8 ) 2016
  • Vision-Based Road Bump Detection Using a Front-Mounted Car Camcorder, IEEE International Conference on Pattern Recognition (ICPR 2014)

Patent 


  • Mixed-precision quantization method for neural network, US20220129736A1 (2021)
  • 神經網路的混合精度量化方法, CN114492721A (2020)