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Microsoft Office
python
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National University of Singapore
Department of building
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Frontend Engineering Manager, Data Science @Vpon Big Data Group
2022 ~ 2023
Frontend Engineer, Full Stack Engineer
Within one month
pipeline with Github Actions to enforce Git Flow, ensuring product stability. 5. Utilized Jest, Cypress, and Mocks Server for comprehensive testing, ensuring product stability. Sr. Frontend Engineer, Data Science • Vpon Big Data Group MayFebruary 2022 | Taipei, Taiwan 1. Developed a large-scale data platform with data visualization and segmented downloads from scratch. 2. Utilized deck.gl and vector tiles to accurately present geographical data of millions of travelers online. 3. Developed a React UI Library with tree select, virtual table, and data chart components for large-scale data presentation.
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10-15 years
YZU University (元智大學)
Information Communication
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博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Science
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Machine Learning
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4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
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Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
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Python
Data Analysis
Data Science
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6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
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老闆 @歐趴飲料店
2012 ~ 2018
AIOT開發工程師
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賴泳瑄(Aimons) Software [email protected] 大家好,我在大學期間創業開設飲料店持續經營5年,曾經同時管理2間店與12位工讀生,後來因為對於資訊的興趣繼續讀碩士,在碩士期間研究並學習AI與各種語言工具配合過5個科技部計畫,畢業後在東海擔任兼
機器學習、大數據分析、邊緣運算、資料探勘
Application Development
Data Science
Employed
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6-10 years
Tunghai University
資訊
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OPC Chief Engineer @TSMC
2020 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model
Deep learning with TensorFlow
Translational Research
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4-6 years
National Chiao-Tung University
Ph.D. - Clinical Engineering
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AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
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Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs ( e.g., LLaMA2, Zephyr. ) in medical Q&A applications, improving model performance by 2.01% . Efficiency Optimization: Utilized Low
Python
R
Natural Language Processing (NLP)
Employed
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4-6 years
國立政治大學(National Chengchi University)
資訊科學系
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資深管理師 @群聯電子 PHISON Electronics
2020 ~ Present
Within one month
CHUN-HSIEN (TEDDY) LIN E-mail: [email protected] Tel:South Dist., Taichung City, Taiwan (R.O.C.) My name is Teddy Lin, and I come from Miaoli, Taiwan. I am 39 years old and hold three master's degrees. I specialized in Industrial Management at Chung Hua University in Taiwan, Environmental Science and Management at Samford University in the United States, and Computer Science at National Chung Hsing University in Taiwan. Currently, I am pursuing a Ph.D. in Data Science and Engineering at National Yang Ming Chiao
AutoCAD
Operating Performance Analysis
Occupational Health Safety Management
Employed
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More than 15 years
National Yang Ming Chiao Tung University
Institute of Computer Science and Engineering
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Avatar of Zheng Tzer Lee (李政澤).
Consultant @Startup
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
戶觀察與深度訪談 • 透過線上線下顧客行為分析,驗證市場機會 • 個案研究與產業趨勢分析 • 整合內部資料與台灣政府的 Open data,自動化業務開發環節 • 透過 Tableau Server 建置公司資料倉庫 • 使用 Python 和 Tableau Prep 自動化 ETL,建立datapineline • 領導 A/B 測試設計與執行 Data Science
Python
Tableau Prep/Tableau Desktop
ETL
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4-6 years
Fu Jen Catholic University
Brand and Fashion Management
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Past
Electrical Maintenance @PT. Pabrik Kertas Tjiwi Kimia Tbk.
2021 ~ 2023
Engineer
Within one month
in preparation for when there is a tool has problem or automation project Education Politeknik Perkapalan Negeri Surabaya Automation Engineering,GPASkill Preventive Maintenance ( Preparing weekly, monthly summary, and exception reports ) AC / DC Drive Wiring Diagram ( AUTOCAD, EPLAN P8 Electrical ) PLC and HMI Programming SCADA, Power Inverter Project and People Management Electrical Troubleshooting Computerized Maintenance Management Systems (CMMS) Data Analysis and Visualization Machine Learning Certification Data Science and Machine Learning - Purwadhika Digital Technology SchoolPurwadhikaSystem 800xA with AC 800M Hardware Maintenance and Troubleshooting - ABBInstrument Inspector level 2 - Inspector TrainingInstrument Inspector level 1 - Inspector TrainingPLC Intermediate Engineer - PPNSIndustrial Automation System Design - BNSP
Data Science
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4-6 years
Politeknik Perkapalan Negeri Surabaya
Automation Engineering

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Digital Signal Processing Engineer | Software Developer | Open to Diverse Opportunities
Logo of Wistron Neweb Corporation.
Wistron Neweb Corporation
2016 ~ Present
Taiwan
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Electronics Engineer, Other, Project Engineer
Fields of Employment
Software, Consumer Electronics
Work experience
6-10 years
Management
None
Skills
C/C++
Matlab
Signal Processing
Digital Signal Processing Algorithms
Radar
Telecommunications Engineering
Algorithm Development
Languages
English
Professional
Chinese
Beginner
Hindi
Fluent
Nepali
Native or Bilingual
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Positions
Signal processing engineer
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Full-time
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Remote
Interested in working remotely
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Major
Machine Learning
Print

Modick Basnet

Taiwan
[email protected]
https://www.linkedin.com/in/modickbasnet

As a seasoned DSP engineer with over 7 years of experience, I have honed my skills to not only troubleshoot existing problems but also to innovate new solutions whenever the need arises. From my early days as a student to my current role as an Engineer at WNC, I've consistently applied the foundational skills I acquired to analyze and solve complex challenges.

My expertise extends beyond algorithm development and signal processing; I actively contribute to the design and optimization of integrated systems, performing key duties in system engineering. My involvement in link budget analysis ensures the seamless operation and optimal performance of communication systems.

Having patented two novel ideas—one granted and another pending—I am committed to pushing the boundaries of innovation. While my journey has been rooted in DSP, my interest in data science and machine learning has led me to pursue MOOC certifications in these domains. Although I haven't had the opportunity to apply these certifications in a professional setting, I am eager to transition and contribute my skills to the dynamic field of data science and machine learning.

I am enthusiastic about collaborating with professionals in this evolving field, sharpening my knowledge, and actively contributing to impactful projects. My goal is to leverage my diverse skill set, combining DSP expertise with data science and machine learning, to become proficient and make meaningful contributions to this exciting intersection.

Work Experience


Senior Software Engineer  •  Wistron Neweb Corporation

March 2016 - Present  |  Taipei, Taiwan

  • • Lead role in software/firmware development and algorithm troubleshooting for RADAR applications, utilizing C programming.
    • Troubleshoot and develop algorithms for RADAR applications, demonstrating expertise in DSP system design and simulation with Matlab / GNU Octave and Python.
    • Played a key role in system engineering, actively participating in the design, implementation, and optimization of integrated systems
    • Successfully patented two novel ideas, one granted in the Taiwan patent office and another pending submission to the US patent office.
    • Collaborated with cross-functional teams to communicate system capabilities and performance to stakeholders, customers, and managers.
    Key Achievements:
    • Played a pivotal role in RADAR production.
    • Developed and implemented algorithms for RADAR applications.
    • Recognized for innovation with two patents—one granted and another in the submission process.

Education


Yuan-Ze University

Telecommunications Engineering  •  2012 - 2016

Research Interests:

  • Seaborne device motion compensation
  • Self-optimization of LTE systems, including modulation/coding schemes, MIMO modes, transmit power control, and beamforming
  • Signal-to-noise ratio (SINR) improvement

Research Activities:

  • Developed an adaptive α-β-γ filter for sea vehicle motion compensation (published in JCIE, 2015)
  • Implemented self-optimizing beamforming to improve SINR in LTE networks (published in IEICE Fundamentals, 2016)
  • Improved pilot-aided channel estimation for MIMO-OFDM fading channels (published in IJAP, 2013)
  • Investigated cognitive power saving control for intelligent mobile wireless networks (published in ISEEE, 2014)

Publications:

  1. J. Mar, M. B. Basnet and C.-C. Liu, “Sea vehicle motion compensation using adaptive α-β-γ filter”, in JCIE, 2015.
  2. M. Basnet and J. Mar, “Self-optimization Beam-forming Null Control Based SINR Improvement”, in the IEICE on Fundamentals, May. 2016, vol..E99-A, no.5.
  3. J. Mar, C. C. Kuo, Modick B. Basnet, “Improved Pilot-Aided Channel Estimation for MIMO-OFDM Fading Channels”, in IJAP 2013.
  4. J. Mar, M. B. Basnet, and K. P. Chao, "Cognitive power saving control for intelligent mobile wireless networks bandwidth in-vehicle channel measurements using chirp pulse sounding signal", ISEEE 2014, Sapporo.

Skills:

  • MIMO
  • Kalman filtering
  • Digital Signal Processing
  • Telecommunications Engineering
  • C Programming
  • Artificial Neural Networks
  • LTE
  • Matlab
  • Signal Processing

Asian Institute of Technology

Information and Communications Technology  •  2009 - 2012

  • Thesis: "Equalization in VLC using Recurrent Neural Network"
  • Focus Areas: Communications, Optimization, Visible Light Wireless Communications (VLC)
  • Key Skills: FPGA, Verilog, Networking, Recurrent Neural Networks
  • Additional Highlights:
    • Project on Visible Light Wireless Communications (VLC) using FPGA and Verilog.
    • Exchange student program at Yuan Ze University, Taiwan.
    • Favorite subject: Optimization in Communication Networks.

Pokhara Vishwavidalaya

Electronics and Communications Engineering  •  2002 - 2007

  • Core Interest: Communication Engineering
  • Relevant Courses: Mobile Communications, CDMA Technology, Communication Systems, Digital Signal Processing
  • Final Project: Optimization of CDMA System Performance
    • Investigated the impact of Code Rate, Bandwidth, and SNR on CDMA system performance.
    • Proposed and implemented optimization techniques to improve system efficiency and capacity.
  • Minor Project: Design and Implementation of LED-based Display System
    • Developed a system using LEDs to display scrolling text.
    • Gained experience in hardware design, programming, and embedded systems.

Additional Highlights:

  • Dean's List of Pokhara Vishwavidalaya

Skills


  • C/C++
  • Matlab
  • Signal Processing
  • Digital Signal Processing Algorithms
  • Radar
  • Telecommunications Engineering
  • Algorithm Development

Languages


  • English — Professional
  • Chinese — Beginner
  • Hindi — Fluent
  • Nepali — Native or Bilingual
Resume
Profile

Modick Basnet

Taiwan
[email protected]
https://www.linkedin.com/in/modickbasnet

As a seasoned DSP engineer with over 7 years of experience, I have honed my skills to not only troubleshoot existing problems but also to innovate new solutions whenever the need arises. From my early days as a student to my current role as an Engineer at WNC, I've consistently applied the foundational skills I acquired to analyze and solve complex challenges.

My expertise extends beyond algorithm development and signal processing; I actively contribute to the design and optimization of integrated systems, performing key duties in system engineering. My involvement in link budget analysis ensures the seamless operation and optimal performance of communication systems.

Having patented two novel ideas—one granted and another pending—I am committed to pushing the boundaries of innovation. While my journey has been rooted in DSP, my interest in data science and machine learning has led me to pursue MOOC certifications in these domains. Although I haven't had the opportunity to apply these certifications in a professional setting, I am eager to transition and contribute my skills to the dynamic field of data science and machine learning.

I am enthusiastic about collaborating with professionals in this evolving field, sharpening my knowledge, and actively contributing to impactful projects. My goal is to leverage my diverse skill set, combining DSP expertise with data science and machine learning, to become proficient and make meaningful contributions to this exciting intersection.

Work Experience


Senior Software Engineer  •  Wistron Neweb Corporation

March 2016 - Present  |  Taipei, Taiwan

  • • Lead role in software/firmware development and algorithm troubleshooting for RADAR applications, utilizing C programming.
    • Troubleshoot and develop algorithms for RADAR applications, demonstrating expertise in DSP system design and simulation with Matlab / GNU Octave and Python.
    • Played a key role in system engineering, actively participating in the design, implementation, and optimization of integrated systems
    • Successfully patented two novel ideas, one granted in the Taiwan patent office and another pending submission to the US patent office.
    • Collaborated with cross-functional teams to communicate system capabilities and performance to stakeholders, customers, and managers.
    Key Achievements:
    • Played a pivotal role in RADAR production.
    • Developed and implemented algorithms for RADAR applications.
    • Recognized for innovation with two patents—one granted and another in the submission process.

Education


Yuan-Ze University

Telecommunications Engineering  •  2012 - 2016

Research Interests:

  • Seaborne device motion compensation
  • Self-optimization of LTE systems, including modulation/coding schemes, MIMO modes, transmit power control, and beamforming
  • Signal-to-noise ratio (SINR) improvement

Research Activities:

  • Developed an adaptive α-β-γ filter for sea vehicle motion compensation (published in JCIE, 2015)
  • Implemented self-optimizing beamforming to improve SINR in LTE networks (published in IEICE Fundamentals, 2016)
  • Improved pilot-aided channel estimation for MIMO-OFDM fading channels (published in IJAP, 2013)
  • Investigated cognitive power saving control for intelligent mobile wireless networks (published in ISEEE, 2014)

Publications:

  1. J. Mar, M. B. Basnet and C.-C. Liu, “Sea vehicle motion compensation using adaptive α-β-γ filter”, in JCIE, 2015.
  2. M. Basnet and J. Mar, “Self-optimization Beam-forming Null Control Based SINR Improvement”, in the IEICE on Fundamentals, May. 2016, vol..E99-A, no.5.
  3. J. Mar, C. C. Kuo, Modick B. Basnet, “Improved Pilot-Aided Channel Estimation for MIMO-OFDM Fading Channels”, in IJAP 2013.
  4. J. Mar, M. B. Basnet, and K. P. Chao, "Cognitive power saving control for intelligent mobile wireless networks bandwidth in-vehicle channel measurements using chirp pulse sounding signal", ISEEE 2014, Sapporo.

Skills:

  • MIMO
  • Kalman filtering
  • Digital Signal Processing
  • Telecommunications Engineering
  • C Programming
  • Artificial Neural Networks
  • LTE
  • Matlab
  • Signal Processing

Asian Institute of Technology

Information and Communications Technology  •  2009 - 2012

  • Thesis: "Equalization in VLC using Recurrent Neural Network"
  • Focus Areas: Communications, Optimization, Visible Light Wireless Communications (VLC)
  • Key Skills: FPGA, Verilog, Networking, Recurrent Neural Networks
  • Additional Highlights:
    • Project on Visible Light Wireless Communications (VLC) using FPGA and Verilog.
    • Exchange student program at Yuan Ze University, Taiwan.
    • Favorite subject: Optimization in Communication Networks.

Pokhara Vishwavidalaya

Electronics and Communications Engineering  •  2002 - 2007

  • Core Interest: Communication Engineering
  • Relevant Courses: Mobile Communications, CDMA Technology, Communication Systems, Digital Signal Processing
  • Final Project: Optimization of CDMA System Performance
    • Investigated the impact of Code Rate, Bandwidth, and SNR on CDMA system performance.
    • Proposed and implemented optimization techniques to improve system efficiency and capacity.
  • Minor Project: Design and Implementation of LED-based Display System
    • Developed a system using LEDs to display scrolling text.
    • Gained experience in hardware design, programming, and embedded systems.

Additional Highlights:

  • Dean's List of Pokhara Vishwavidalaya

Skills


  • C/C++
  • Matlab
  • Signal Processing
  • Digital Signal Processing Algorithms
  • Radar
  • Telecommunications Engineering
  • Algorithm Development

Languages


  • English — Professional
  • Chinese — Beginner
  • Hindi — Fluent
  • Nepali — Native or Bilingual