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4-6 years
6-10 years
10-15 years
More than 15 years
Data Analyst & IoT Software Developer @FARAZ ERTEBAT2021 ~ Present
・
Computer Vision / Deep Learning
Within one month
Sayed Mohammad Ahmadi Python Developer | Deep Learning | Computer Vision Specialist | C++ & C# Developer | Lifelong Learner | 7+ Years of Experience Qom, Qom Province, Iran I am a Python Developer with expertise in Deep Learning and Computer Vision, backed by 7+ years of experience. Skilled in C++ and C# as well, I develop robust solutions that encompass various programming paradigms. Passionate about staying up-to-date with the latest advancements, I excel at leveraging AI and computer vision techniques to derive valuable insights from visual data. I have successfully applied my
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
University of Qom
・
Information Technology | Face Recognition
Senior Network Engineer, Infrastructure @Sea Ltd.2021 ~ 2022
・
Network Engineer
Within two months
邱奕翔-Kevin Chiu Senior Network Engineer [email protected] Skills Networking A10 Alcatel Arista Cisco Extreme Fortinet F5 Juniper Meraki PaloAlto Ruckus SilverPeak VeloCloud System Amazon EC2 CentOS Dell EMC Linux Virtual Server Ubuntu Windows Server VMware Tools Ansible C# / C++ ELK Grafana Heroku HTML5 + CSS Microsoft Dynamics NAV MySQL Open-falcon Prometheus PHP R Language XAMPP Zabbix Experiences Dong Fong Technology - Senior Network EngineerNow Configuration & troubleshooting issues using Juniper Router (MX series) and Extreme switches (X670, X460, X430) Troubleshooting network issues over Routing & Switching protocols (TCP/IP, OSPF, BGP
Employed
Full-time / Interested in working remotely
4-6 years
世新大學
・
資訊管理學系
Past
Cyber Security Analyst | SOC Analyst @Wipro Technologies2019 ~ 2023
・
Cyber Security Engineer
Within six months
+ years in Incident Management. Proficient in Security tools and Incident Response. Skilled in SIEM solutions, Email Security, Endpoint Security, Network security and Vulnerability assessment. Seeking a challenging role as Cybersecurity Engineer to utilize and enhance my skills and expertise. Technical Skills Network concept:- OSI model, TCP/IP protocols. Concepts:- CIA, AAA, Hashing, Encryption, MFA, Threat, Vulnerability and Risk, Handshake. Knowledge on Malwares:- Viruses, Worms, Trojan horse, Botnet, Adware, Spyware, Rootkit, Ransomware, Key logger, Logical bombs, Malware analysis, Cyber kill chain & Mitre Att&ck Framework. Good understanding on phase of attack and
Unemployed
Full-time / Interested in working remotely
4-6 years
Birla Institute of Technology and Science, Pilani
・
Information Technology
Software Engineer @Wipro Limited2021 ~ Present
・
Embedded Software Engineer
Within one month
Jacky Tai 7+ years of embedded software/firmware development experience and experienced Agile developer. Working attitude is diligent and optimistic, be good at integrating opinions from all parties, and give suggestions. Experienced multicultural, multi-regional, cross-functional team collaborator with client/government negotiation capability. Engaged in commercial/military UAV system integration, flight test, data analysis, and collaborated with Japanese, American, Singaporean, etc. In addition, many times negotiated with the government and solved the system matching problem. Engaged in the design and development of Dell notebooks, completed the project independently, and sold
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National United University
・
Electronic Engineering
雲端架構師 @東捷資訊服務股份有限公司2021 ~ Present
・
雲端服務架構師、網路、系統管理師
Within three months
建置與維運管理。 麟瑞科技股份有限公司 資深工程師, Jun 2013 ~ Aug 2018 熟悉Cisco相關網路/資安設備設定與安裝, 建置, 維護，LAN Switching、VLAN、TCP/IP Protocol、Routing Protocols、WAN、NAT、ACL、IP Security、Wireless LAN，VoIP、VPN配置與管理、Fortinet & Cisco ASA Firewal 設備規劃、設定、安裝、故障排除。 專案: 1.Taif台灣智慧光網寬頻網
Employed
Full-time / Interested in working remotely
10-15 years
華梵大學
・
資訊管理
IT support @Storex CA2020 ~ Present
・
CTO
More than one year
Service Management, Cpanel/WHM, Proxmox, Virtualization, DNS, experience with high availability environments with dedicated servers based on the concept of Cloud Computing (Proxmox and OpenVZ). Montreal, CA [email protected] - Firewall - Switch/Router/LB - Network Management Software - IPS / IDS - BGP Design and Implementation - TCP/IP protocols - Proxmox - Ceph - AWS - CentOS, Debian, Ubuntu - Wireless Networking - Mod_Sercurity for Web App Work Experience Storex CA, IT support, Oct 2020 ~ Present • Configuring Web systems to collect information via the Bacnet / ModBus Protocol. • Implementation of atmospheric data collectors in fruit and plant cultivation establishments
Employed
Full-time / Interested in working remotely
More than 15 years
Pontifícia Universidade Católica de Minas Gerais
・
Graduate in Information Security Management
Past
Support Engineer @ Astrata Europe (formerly Qualcomm Business Solutions Europe2007 ~ 2014
・
Customer Support
More than one year
Unemployed
Full-time / Not interested in working remotely
10-15 years
Technical University of Orleans (France)
・
Applied physics
Technical Consultant @KYCheck2018 ~ Present
・
(Co-)founder, CTO, Consultant, System Architect, Team Lead, Senior Engineer, Senior Developer, Contractor, Technical PM, Mentor
Within one year
Matthew Lien / 練喆明 Geek, Entrepreneur, Open Source Advocate, White-hat Hacker Co-founder, CTO, Consultant, System Architect, Team Lead, Senior Engineer, Senior Developer, Contractor, Technical PM, Mentor Taichung，TW [email protected] 工作經歷 KYCheck, Technical Consultant, Mar 2018 ~ now Also as Chief Technology Officer, Mar 2018 ~ Jul 2018 國立暨南國際大學, Technical Consultant, Mar 2013 ~ now Imonology Inc., Co-founder, Jan 2012 ~ now Also as CTO, Jan 2012 ~ Dec 2016 COO, Jul 2019 ~ now 國立暨南國際大學, Lecturer, Sep 2010 ~ now
Employed
・
Not open to opportunities
Part-time / Remote Only
More than 15 years
國立暨南國際大學
・
Information ManagementEmployed
Full-time / Interested in working remotely
10-15 years
大同大學
・
資訊工程Full-time / Not interested in working remotely
10-15 years
私立光武技術學院
・
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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
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Leadership
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Professional Background
Current status
Job Search Progress
Professions
Data Engineer
Fields of Employment
Work experience
6-10 years
Management
Skills
Languages
Job search preferences
Positions
ML / Data Engineer
Job types
Full-time
Locations
Remote
Not interested in working remotely
Freelance
Educations
School
Major
Summary
- Software engineer with 8+ years' experiences in mobile protocol stack, middleware and apps development in C.
- ML engineer with 3+ years' experiences in NLP, Computer Vision, recommendation system.
- Passionate about machine learning, data mining, NLP, Computer Vision and big data analytics.
Skills
Programming Languages
- C/C++
- Python
- SQL
- R
- Swift
- Java
Data Engineering / Machine Learning Tools
- Scikit-Learn, Numpy, Pandas
- Tensorflow, Keras, Pytorch
- NLP: Gensim, Jieba, BERT
- Visualization: pyplot, ggplot2
- Similarity Search: Faiss
- Workflow: Airflow
- Cloud: GCP BigQuery, GAE, GCE, GCS, Dataproc, Dataflow, Data Studio
- DB: MySQL, PostgreSQL
- Search Engine: ElasticSearch
- Distributed Computing: pyspark
- Docker
Domain Knowledge
- Machine Learning: SVM, Logistic Regression, Random Forest, GBM,...etc.
- Deep Learning: CNN, RNN, LSTM, Transformer, BERT, Word Embedding, Object Detection, Reinforcement Learning, ...etc.
- Mobile Protocols: GPRS/WCDMA/HSPA, TCP/IP
Education
National Chiao Tung University, Taiwan，Sep. 2003 - Oct. 2005
M.S. in Computer Science and Engineering
National Chiao Tung University, Taiwan，Sep. 1999 - Jun. 2003
B.S. in Computer Science and Engineering
Experiences
ML Engineer，May. 2022 – Present
RevoVision, Taiwan
- Spam and profanity filter for online casino chat rooms
- compared with the original design, the mistaken deletion rate is reduced by 20% ~ 30%
- Automatic user nickname change audit system
- accuracy: about 98%
- Dealer Photo Cropping Tool
- automatically generate thumbnails that can be used as game room dealer headshots
- automatically horizontally flip the thumbnails to make each dealer face the same direction in the photo
- save manpower and time required for manual cropping
- Assist in risk analysis of various online casino games
Senior Algorithm Engineer，Jun. 2018 – Aug. 2020
PIXNET, Taiwan
- Adopt BERT to Implement auto reply feature for customer service department
- Implemented search by Image service
- one can search similar images and related BLOG articles in PIXNET with a photo
- Word suggestion API for PIXNET bloggers
- will provide recent hot keywords or names of POIs for bloggers to add hashtags according to what they type
- Algorithms implementation to recommend hot related articles
- 4%~8% CTR improvement
- Voice check-in system for PIXNET HACKATHON 2018
- Photo Style Transfer for PIXNET Social Summit 2019
Postgraduate，Jan. 2018 – Apr. 2018
Taiwan AI Academy, Taiwan
- This bootcamp covers traditional ML and Deep Learning technologies.
- Programming Language: Python / R
- Final Project: Photo Teller - Image Caption
- http://www.phototeller.ml/
- Merit Award of Final Project Presentation of Taiwan AI Academy
- Adopt CNN to extract image features, and attention model to help LSTM language model generate captions
- Implement in Tensorflow(main model) and Keras(image feature extraction)
- Competition: T-brain file agnostic malware detection
- https://tbrain.trendmicro.com.tw/Competitions/Details/1
- rank 20% in competition, AUC 0.924134
- Adopt XGBoost with GridSearch to perform logistic regression and predict if a file is a malware
Principal Software Engineer，Sep. 2012 – Mar. 2015
MediaTek, Taiwan
- Responsible for 3G L2 Network Protocols software maintenance
- Implemented L2 RLC/BMC part for dual SIM/dual standby projects
Senior Software Engineer，May. 2007 - Sep. 2012
MStar Semiconductor, Taiwan
- Responsible for 2.5G L2/L3 Data Plane Network Protocols
- Designed and modified the MStar proprietary TCP/IP and DCHP to support Wi-Fi feature
- Developed new data delivery mechanism to enhance data throughput of Wi-Fi. Throughput raised by 50% and MIPS consumption reduced by 40%
- Supported the multimedia team for the Tudou HTTP/RTSP video streaming app (www.mstarsemi.com/tw/news.php#64)
Software Engineer，Feb. 2006 - Apr. 2007
BenQ, Taiwan
- Ported a 3rd party QR code scanner solution and implemented the corresponding app
- Ported a picture rendering solution (Scalado) to speed up the pictures / thumbnails rendering
Courses & Certificates
- Coursera Data Engineering, Big Data, and Machine Learning on GCP Sep. 2021
- Coursera Smart Analytics, Machine Learning, and AI on GCP Sep. 2021
- Coursera Building Resilient Streaming Analytics Systems on GCP Aug. 2021
- Coursera Building Batch Data Pipelines on GCP Jul. 2021
- Coursera Modernizing Data Lakes and Data Warehouses with GCP Jul. 2021
- Coursera Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform Jul. 2018
- Coursera Google Cloud Platform Big Data and Machine Learning Fundamentals Jun. 2018
- Taiwan AI Academy courses Jan. 2018 - Apr. 2018
- Udemy R Programming A-Z: R for Data Science with Real Exercises Jan. 2018
- Udemy The Complete IOS 10 & Swift 3 Developer Course Oct. 2017
- NTU@Coursera Machine Learning Foundations & Techniques Jun. 2017
Summary
- Software engineer with 8+ years' experiences in mobile protocol stack, middleware and apps development in C.
- ML engineer with 3+ years' experiences in NLP, Computer Vision, recommendation system.
- Passionate about machine learning, data mining, NLP, Computer Vision and big data analytics.
Skills
Programming Languages
- C/C++
- Python
- SQL
- R
- Swift
- Java
Data Engineering / Machine Learning Tools
- Scikit-Learn, Numpy, Pandas
- Tensorflow, Keras, Pytorch
- NLP: Gensim, Jieba, BERT
- Visualization: pyplot, ggplot2
- Similarity Search: Faiss
- Workflow: Airflow
- Cloud: GCP BigQuery, GAE, GCE, GCS, Dataproc, Dataflow, Data Studio
- DB: MySQL, PostgreSQL
- Search Engine: ElasticSearch
- Distributed Computing: pyspark
- Docker
Domain Knowledge
- Machine Learning: SVM, Logistic Regression, Random Forest, GBM,...etc.
- Deep Learning: CNN, RNN, LSTM, Transformer, BERT, Word Embedding, Object Detection, Reinforcement Learning, ...etc.
- Mobile Protocols: GPRS/WCDMA/HSPA, TCP/IP
Education
National Chiao Tung University, Taiwan，Sep. 2003 - Oct. 2005
M.S. in Computer Science and Engineering
National Chiao Tung University, Taiwan，Sep. 1999 - Jun. 2003
B.S. in Computer Science and Engineering
Experiences
ML Engineer，May. 2022 – Present
RevoVision, Taiwan
- Spam and profanity filter for online casino chat rooms
- compared with the original design, the mistaken deletion rate is reduced by 20% ~ 30%
- Automatic user nickname change audit system
- accuracy: about 98%
- Dealer Photo Cropping Tool
- automatically generate thumbnails that can be used as game room dealer headshots
- automatically horizontally flip the thumbnails to make each dealer face the same direction in the photo
- save manpower and time required for manual cropping
- Assist in risk analysis of various online casino games
Senior Algorithm Engineer，Jun. 2018 – Aug. 2020
PIXNET, Taiwan
- Adopt BERT to Implement auto reply feature for customer service department
- Implemented search by Image service
- one can search similar images and related BLOG articles in PIXNET with a photo
- Word suggestion API for PIXNET bloggers
- will provide recent hot keywords or names of POIs for bloggers to add hashtags according to what they type
- Algorithms implementation to recommend hot related articles
- 4%~8% CTR improvement
- Voice check-in system for PIXNET HACKATHON 2018
- Photo Style Transfer for PIXNET Social Summit 2019
Postgraduate，Jan. 2018 – Apr. 2018
Taiwan AI Academy, Taiwan
- This bootcamp covers traditional ML and Deep Learning technologies.
- Programming Language: Python / R
- Final Project: Photo Teller - Image Caption
- http://www.phototeller.ml/
- Merit Award of Final Project Presentation of Taiwan AI Academy
- Adopt CNN to extract image features, and attention model to help LSTM language model generate captions
- Implement in Tensorflow(main model) and Keras(image feature extraction)
- Competition: T-brain file agnostic malware detection
- https://tbrain.trendmicro.com.tw/Competitions/Details/1
- rank 20% in competition, AUC 0.924134
- Adopt XGBoost with GridSearch to perform logistic regression and predict if a file is a malware
Principal Software Engineer，Sep. 2012 – Mar. 2015
MediaTek, Taiwan
- Responsible for 3G L2 Network Protocols software maintenance
- Implemented L2 RLC/BMC part for dual SIM/dual standby projects
Senior Software Engineer，May. 2007 - Sep. 2012
MStar Semiconductor, Taiwan
- Responsible for 2.5G L2/L3 Data Plane Network Protocols
- Designed and modified the MStar proprietary TCP/IP and DCHP to support Wi-Fi feature
- Developed new data delivery mechanism to enhance data throughput of Wi-Fi. Throughput raised by 50% and MIPS consumption reduced by 40%
- Supported the multimedia team for the Tudou HTTP/RTSP video streaming app (www.mstarsemi.com/tw/news.php#64)
Software Engineer，Feb. 2006 - Apr. 2007
BenQ, Taiwan
- Ported a 3rd party QR code scanner solution and implemented the corresponding app
- Ported a picture rendering solution (Scalado) to speed up the pictures / thumbnails rendering
Courses & Certificates
- Coursera Data Engineering, Big Data, and Machine Learning on GCP Sep. 2021
- Coursera Smart Analytics, Machine Learning, and AI on GCP Sep. 2021
- Coursera Building Resilient Streaming Analytics Systems on GCP Aug. 2021
- Coursera Building Batch Data Pipelines on GCP Jul. 2021
- Coursera Modernizing Data Lakes and Data Warehouses with GCP Jul. 2021
- Coursera Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform Jul. 2018
- Coursera Google Cloud Platform Big Data and Machine Learning Fundamentals Jun. 2018
- Taiwan AI Academy courses Jan. 2018 - Apr. 2018
- Udemy R Programming A-Z: R for Data Science with Real Exercises Jan. 2018
- Udemy The Complete IOS 10 & Swift 3 Developer Course Oct. 2017
- NTU@Coursera Machine Learning Foundations & Techniques Jun. 2017