CakeResume Talent Search

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De 4 a 6 años
6-10 años
10-15 años
Más de 15 años
New Taipei City, Taiwan
Avatar of Jacob Lee.
Avatar of Jacob Lee.
Senior Software Development Engineer @奔騰網路
2023 ~ Presente
資深後端工程師
En un mes
model to make the company’s private AI (Vector DB), or connecting to the API of public generative AI through prompt, or It uses golang and k8s api to create extensions, yaml or Terraform for automated deployment. 4. Use tensorflow's forests decision prediction to obtain some information, machine learning frameworks such as tensorflow and pytorch, and also use huggingface's lib to connect multiple models (self-study of basic AI or machine learning and other related knowledge), and also study google self attention model, etc. 5. Experience in using multiple clouds, and using Terrafrom to
C#
Python
AI & Machine Learning
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
臺灣國立空中大學
資訊管理學系
Avatar of the user.
Avatar of the user.
Data Scientist @Vizuro
Manager
En un mes
AI & Machine Learning
Airflow
AWS
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Taiwan University
Quantum Computation and Information Science and Technology
Avatar of the user.
Avatar of the user.
產品暨行銷發展處 專案經理 @台灣智慧雲端服務股份有限公司
2022 ~ Presente
專案經理、產品經理、系統分析師
En un mes
專案管理
系統架構規劃
產品規劃
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
資策會_財團法人資訊工業策進會
智慧應用微軟C#工程師養成班
Avatar of the user.
Avatar of the user.
Founder @MyDearTeacher
2014 ~ 2022
Data, backend or project management
En seis meses
Python
Machine Learning
Deep Learning
Empleado
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Colorado Boulder
Data Science
Avatar of Po-Yi Lu.
Avatar of Po-Yi Lu.
全端工程師 @陽明交通大學
2020 ~ Presente
軟體工程師
Más de un año
MySQL MongoDB DevOps Docker Git, SVN Linux Work Experience National Yang-Ming Chiao-Tung University, AugPresent Full-stack engineer Built 76 microservices, starting from designing architectures and building features into scalable components. Designed and handled monthly 30k+ Restful APIs by Nodejs on Ubuntu, Docker requests. Built an AI model in machine learning for readmission, resulting in an AUC of 66% (updated research) to 80%. Constructed and maintained 8 physical and cloud servers for all services. Integrated 10 Python AI models (input includes high-quality medical images and structured data) to Restful APIs and web services
Python
Git
SVN
Empleado
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
臺灣海洋大學
電機工程學
Avatar of Shammi HSIEH.
Avatar of Shammi HSIEH.
資訊人員 @新北市淡水區公所
2023 ~ Presente
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
En un mes
謝慧珊 目前就職於公家機關擔任資訊人員,熱愛閱讀與寫作, 即將於致理科技大學進修商務智慧與創新科技研究所碩士班, 研究範圍為AI創新科技領域。 個性情感充沛並且喜歡觀察人群與反思,勇於接受挑戰。 座右銘: 樂觀積極,感恩惜福 www.shammixxd159
office
Python
WordPress
Empleado
Abierto a oportunidades
A tiempo completo / Sólo a distancia
10-15 años
致理科技大學
資訊管理系
Avatar of Chin Ya Chang.
Avatar of Chin Ya Chang.
Senior Software Engineer @International Integrated Systems, Inc.(IISI)
2020 ~ Presente
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
En un mes
Chin Ya Chang Machine Learning Engineer New Taipei City , Taiwan azsxdc88188@gmail.com Current Position: AI Team - Software Engineer at the Central Weather Bureau, specializing in machine learning. Tasks include image generation, numerical prediction, data calibration, recommendation systems, and text generation using data from satellites, radar, and geographic information. I stay updated on AI advancements by studying research papers and implementing new approaches into projects. Recently, I've focused on deploying Large Language Models (LLM) in customer-oriented chatbots. Proficient in Docker for establishing and maintaining development environments, deploying projects to client environments.
Python
PyTorch
Machine Learning
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
私立中原大學 Chung Yuan Christian University
環境工程
Avatar of 許立農.
Avatar of 許立農.
數據科學家 @中國信託商業銀行股份有限公司
2021 ~ Presente
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
En un plazo de tres meses
fraudulent accounts based on transaction data, restricting transactions in advance to prevent harm. Responsibilities/Achievements: Development and deployment of credit card and financial features. Managing the data flow process from receiving variables to model predictions, identifying risk factors, and updating alert lists. Implemented Autoencoder + contrastive learning to achieve a 1.81% improvement in model effectiveness. Coupon Recommendation Objective: Personalized coupon recommendations for mobile banking users to increase click-through rates and redemption rates. Responsibilities/Achievements: Utilized multi-task learning to simultaneously predict click-through behavior and coupon redemptions, resulting in a
Python
R
MSSQL
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
政治大學
統計
Avatar of 孫煜凱.
Avatar of 孫煜凱.
Past
機器學習工程師 @順豐科技公司
2021 ~ 2022
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
En un mes
膏印刷點位分群(k-means),監控異常 優化SPC告警系統 屏幕白平衡RGB調整 屏幕透過調整RGB,測試不同色溫白平衡是否合規 透過機器學習降低調整次數 工作經歷Work Experience 順豐科技公司 SF Technology, Machine Learning Engineer, Aug 2021~Jul 2022 搭建中國各省 、城市 、營業點 、社區 的收派包裹數
Word
PowerPoint
Excel
Desempleado
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立政治大學(National Chengchi University)
統計系
Avatar of Archer Tsai.
Avatar of Archer Tsai.
Senior Site Reliability Engineer @群馥科技股份有限公司
2024 ~ Presente
資深運維工程師
En un mes
Deploying and maintaining core GCP services: * Firewall, Cloud Armor, Security Command Center. * GKE Autopilot mode, Standard mode, Cloud run. * Cloud SQL for MySQL, Cloud Memorystore for Memcached/redis, AlloyDB for PostgreSQL, BigQuery. * Compute Engine. * Cloud Storage. * Dataflow, Cloud Build, Cloud Deploy. * Google Cloud Machine Learning - Vertex AI. * Cloud CDN, Cloud DNS. * Cloud VPN, Cloud Route, NAT, VPC, VPC Peering, Shared VPC, Private Google Access, Private Service Access, Serverless VPC Access... Cloud and Infrastructure Operations Engineer • 永鼎數位科技 九月五月 2023 獨自
DevOps
Site Reliability Engineer
MySQL
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
Más de 15 años
National Changhua University of Education
資訊管理學系

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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
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En seis meses
Software Engineer
Logo of Pegatron Corporation.
Pegatron Corporation
2022 ~ Presente
New Taipei City, Taiwan
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
Professions
Data Engineer, Software Engineer, Data Analyst
Fields of Employment
Software, Hardware
Experiencia laboral
2-4 años experiencia laboral (1-2 años relevante)
Management
Ninguno
Habilidades
Python
JavaScript
Machine Learning
Natural Language Processing
Tensorflow
RESTful API
ElasticSearch
ReactJS
Docker
MySQL
MongoDB
Kafka
Jenkins
Airflow
pySpark
Django(Python)
FastAPI
Flask api
SparkSQL
Idiomas
English
Fluido
Job search preferences
Posición
Data Analyst、Data Engineer、Backend Engineer
Tipo de trabajo
A tiempo completo
Ubicación
Taipei, 台灣, New Taipei City, 台灣
A distancia
Interesado en trabajar a distancia
Freelance
No.
Educación
Escuela
Boston University
Mayor
Electrical and Computer Engineering
Imprimir

童芝瑋 Chih-Wei Tung 1993.08.03

Software Engineer

Graduated from Boston University (MS in Electrical and Computer Engineering). Currently working as a Software Engineer in Pegatron Corporation based in Taipei, Taiwan.

  New Taipei City, Taiwan     [email protected]  0909820803     ChihWeiTung     tungchihwei 

Skills

   Python      JavaScript      Machine Learning      Natural Language Processing      Tensorflow      RESTful API      ElasticSearch      ReactJS      Docker      MySQL      MongoDB      Kafka      Jenkins      Airflow      pySpark      Django(Python)      FastAPI      Flask api      SparkSQL   

Work Experience

Software Engineer  •  Pegatron Corporation

November 2022 - Present

1. IoT data transmit structure
  ・Transmit IoT data by using Kafka and MQTT (Python).
  ・IoT data analysis.
2. Customized dashboard platform development (React, Python)
   Backend (Python)
  ・MongoDB table schema design for dashboard data.
  ・Restful api for save/edit/delete data in MongoDB.
      - Dashboard permission modification (from MongoDB).
      - Get user list (Django SQL).
      - Dashboard config saving api (from MongoDB).
      - Dashboard list filtered by the current login user api (from MongoDB).
      - Dashboard delete api (from MongoDB).
   Frontend (React)
  ・Provide panel that can adjust size and position of charts.
  ・Provide various charts and display setting for each chart.
  ・Provide data transform function. Data can be adjusted according to the needs (group by, merge, ...).
  ・Provide static/streaming data transmission modes for user to transmit data through api or websocket.
3. Server performance monitor (Flask api, Linux)
  ・Total server/container cpu usage rate.
  ・Total server/container memory usage rate.
  ・Server io usage api.
  ・Each container cpu usage rate and memory used.

Machine Learning Engineer  •  ETtoday東森新聞雲

June 2021 - October 2022

・Create ETL for cleaning daily customer transaction data by using Spark SQL.
・Build and optimize classification model for predicting possible customer repurchase dates.
・Transaction data analysis and visualization.
Video analysis by using Google Video AI and Azure Video Analyzer.
・Provide text to speech function by using Azure Text to Speech.
・Fine-tune NER model for optimizing the result of text to speech.

AI Algorithm Engineer  •  Silkrode Technologies Co., Ltd.

September 2019 - March 2021

1. Social Media Analytics
  ・Generate and visualize daily/weekly hot topic by analyzing news from various sources.
  ・Crawl, clean and combine similar news from different sources.
  ・Achieve 90% f1-score by building model for classifying news to 12 classes (BERT+LSTM).
  ・Extract keyword and summary for each news, and the results are used for daily/weekly hot topic extraction.
  ・Store data in Elasticsearch, and create RESTful API for visualizing results on our website.
2. Chatbot Platform
  ・Analyze customer service chatbot dialogue and performance by using BERT and SVM.

Instructor  •  iD Tech

June 2019 - August 2019

・Teach Artificial Intelligence and Machine Learning.
・Skills students got after these courses are Linux, Python, TensorFlow, Keras and so on.

Software Engineer Intern  •  Institute for Information Industry

November 2015 - July 2016

・Facilitate Proactive Database Project execution co-held by YZU and III.
・In charge of the deployment of Toronto, a MongoDB-based big data processing system developed by III, in YZU’s Data Center.
・Web crawling and data analyzing for YZU by using Toronto.
・Due to the demand for a big data analytics platform in YZU, conducted data analysis by using Toronto through Restful API. And test the system for potential errors.

Education

2017 - 2019

Boston University

Electrical and Computer Engineering

2011 - 2015

Yuan Ze University

Computer Science and Engineering

Licenses & Certifications

IBM Data Engineering

Coursera

Issued Oct 2023・No Expiration Date

https://coursera.org/share/ae3780be8a369da441c5b8bb72ccb094

Resume
Perfil

童芝瑋 Chih-Wei Tung 1993.08.03

Software Engineer

Graduated from Boston University (MS in Electrical and Computer Engineering). Currently working as a Software Engineer in Pegatron Corporation based in Taipei, Taiwan.

  New Taipei City, Taiwan     [email protected]  0909820803     ChihWeiTung     tungchihwei 

Skills

   Python      JavaScript      Machine Learning      Natural Language Processing      Tensorflow      RESTful API      ElasticSearch      ReactJS      Docker      MySQL      MongoDB      Kafka      Jenkins      Airflow      pySpark      Django(Python)      FastAPI      Flask api      SparkSQL   

Work Experience

Software Engineer  •  Pegatron Corporation

November 2022 - Present

1. IoT data transmit structure
  ・Transmit IoT data by using Kafka and MQTT (Python).
  ・IoT data analysis.
2. Customized dashboard platform development (React, Python)
   Backend (Python)
  ・MongoDB table schema design for dashboard data.
  ・Restful api for save/edit/delete data in MongoDB.
      - Dashboard permission modification (from MongoDB).
      - Get user list (Django SQL).
      - Dashboard config saving api (from MongoDB).
      - Dashboard list filtered by the current login user api (from MongoDB).
      - Dashboard delete api (from MongoDB).
   Frontend (React)
  ・Provide panel that can adjust size and position of charts.
  ・Provide various charts and display setting for each chart.
  ・Provide data transform function. Data can be adjusted according to the needs (group by, merge, ...).
  ・Provide static/streaming data transmission modes for user to transmit data through api or websocket.
3. Server performance monitor (Flask api, Linux)
  ・Total server/container cpu usage rate.
  ・Total server/container memory usage rate.
  ・Server io usage api.
  ・Each container cpu usage rate and memory used.

Machine Learning Engineer  •  ETtoday東森新聞雲

June 2021 - October 2022

・Create ETL for cleaning daily customer transaction data by using Spark SQL.
・Build and optimize classification model for predicting possible customer repurchase dates.
・Transaction data analysis and visualization.
Video analysis by using Google Video AI and Azure Video Analyzer.
・Provide text to speech function by using Azure Text to Speech.
・Fine-tune NER model for optimizing the result of text to speech.

AI Algorithm Engineer  •  Silkrode Technologies Co., Ltd.

September 2019 - March 2021

1. Social Media Analytics
  ・Generate and visualize daily/weekly hot topic by analyzing news from various sources.
  ・Crawl, clean and combine similar news from different sources.
  ・Achieve 90% f1-score by building model for classifying news to 12 classes (BERT+LSTM).
  ・Extract keyword and summary for each news, and the results are used for daily/weekly hot topic extraction.
  ・Store data in Elasticsearch, and create RESTful API for visualizing results on our website.
2. Chatbot Platform
  ・Analyze customer service chatbot dialogue and performance by using BERT and SVM.

Instructor  •  iD Tech

June 2019 - August 2019

・Teach Artificial Intelligence and Machine Learning.
・Skills students got after these courses are Linux, Python, TensorFlow, Keras and so on.

Software Engineer Intern  •  Institute for Information Industry

November 2015 - July 2016

・Facilitate Proactive Database Project execution co-held by YZU and III.
・In charge of the deployment of Toronto, a MongoDB-based big data processing system developed by III, in YZU’s Data Center.
・Web crawling and data analyzing for YZU by using Toronto.
・Due to the demand for a big data analytics platform in YZU, conducted data analysis by using Toronto through Restful API. And test the system for potential errors.

Education

2017 - 2019

Boston University

Electrical and Computer Engineering

2011 - 2015

Yuan Ze University

Computer Science and Engineering

Licenses & Certifications

IBM Data Engineering

Coursera

Issued Oct 2023・No Expiration Date

https://coursera.org/share/ae3780be8a369da441c5b8bb72ccb094