Author Image

Hi, I am Clarence

Clarence Lin

Senior Backend Developer / LLM Engineer at BRONCI TECHNOLOGY INC.

Experienced professional in website backend development, DevOps, Linux operating systems, cloud system architecture design, and cloud system security. Author of AWS CDK 完全學習手冊:打造雲端基礎架構程式碼 IaC(iT邦幫忙鐵人賽系列書), sharing practical insights on cloud architecture development. Currently serving as Senior Backend Developer at BRONCI Technology Inc., specializing in backend development and DevOps work. Before the company’s transformation, my core responsibilities included cloud software development, cloud architecture design, and system automation deployment. Since 2022, with the company’s AI transformation, my role has expanded to include Large Language Model (LLM) control and related feature development, as well as multiple on-premises data center management and office wired and wireless network planning. I now primarily work with Kaldi, Whisper, and various LLM applications, gaining extensive experience with GPU systems. While continuing my original backend development and DevOps work, I also handle infrastructure procurement planning for the company. I maintain a personal blog where I share technical knowledge and solutions to development challenges, providing practical technical references for readers.

NSE 1 Network Security Associate
NSE 2 Network Security Associate
Key Applications
Computing Fundamentals
Living Online

Skills

AWS CDK
AWS CDK

Infrastructure as Code (IaC) expert, author of AWS CDK Complete Learning Guide, using TypeScript/Python for cloud infrastructure automation management.

Experiences

1
BRONCI Technology Inc.

11 2020 - Present

Taipei

Cloud software development, cloud architecture, and system automation deployment, covering various advanced technologies applied across multiple business areas.

Senior Backend Developer / LLM Engineer

11 2020 - Present

Responsibilities:
  • [Software Dev] Proficient in Node.js, Python, Go, C/C++, Shell Script, Java for high-performance backend applications
  • [Software Dev] Jest automated testing and test-driven development for software quality assurance
  • [Software Dev] Japanese home camera cloud service integration for reliable remote monitoring
  • [Software Dev] Japanese IoT smart home voice command service development
  • [Software Dev] Taiwan home appliance voice control solution development
  • [AI Dev] LLM control technologies and application development (since 2022)
  • [AI Dev] OpenAI API integration and AI-driven solution development
  • [AI Dev] Kaldi, Whisper speech recognition model integration and optimization
  • [AI Dev] GPU system management and optimization for AI model training and inference
  • [Cloud] AWS, GCP, Azure multi-platform cloud solution integration
  • [Cloud] AWS architecture design for high availability and scalability
  • [Cloud] AWS CDK Infrastructure as Code (IaC) automation management
  • [DevOps] GitLab CI/CD and GitHub Actions continuous integration and deployment
  • [Data Center] On-premises, cloud, and physical data center management and hardware maintenance
  • [Data Center] PVE (Proxmox VE) server cluster design and virtualization management
  • [Data Center] PBS (Proxmox Backup Server) backup system deployment
  • [Data Center] NVIDIA GPU server deployment, planning, and system optimization
  • [Data Center] Server system tuning for high performance and stability
  • [Data Center] Internal and external data center planning for disaster recovery and high availability
  • [Network] Overall network architecture design and planning
  • [Network] SD-WAN distributed network management for enhanced performance and security
  • [Network] Aruba, UniFi office Wi-Fi wireless network deployment
  • [Network] Office wired network planning and optimization
  • [Monitoring] LibreNMS system monitoring and issue detection
  • [Services] Harbor private container image registry deployment and management
  • [Services] GitLab deployment and version control management
  • [Services] LDAP centralized authentication and management
  • [Procurement] Server hardware procurement evaluation (Dell, HP, Supermicro)
  • [Procurement] Network equipment procurement (switches, firewalls, wireless APs)
  • [Procurement] Vendor management and quote comparison

Taipei

Network Planning and Setup

2024 - 2024

Responsibilities:
  • Network planning and setup
2

3

Taipei

Network Planning and Setup

2024 - 2024

Responsibilities:
  • Network planning and setup

Taichung

Network Planning and Setup

2024 - 2024

Responsibilities:
  • Network planning and setup
4

5

Kaohsiung

Network Planning and Setup

2024 - 2024

Responsibilities:
  • Network planning and setup

Business Next Media Corp.

06 2022 - Present

Author

Author

06 2022 - Present

6

7
5xRuby CO.

2022 - 2022

lecturer

Education training instructor

2022 - 2022



9
DrMaster Press Co., Ltd.

11 2021 - Present

Author

AWS CDK 完全學習手冊:打造雲端基礎架構程式碼 IaC (iT邦幫忙鐵人賽系列書) Book eBook

Book author

11 2021 - Present

Responsibilities:
  • The first Chinese book that teaches you to write AWS CDK from scratch!
  • For those of you who don’t know how to write, we will provide you with super rich Sample Code, and you can also become an AWS CDK expert by copying!

R & D alternative service

Research and develop cloud system programs

Full-time assistant of special research project

11 2015 - 11 2020

Responsibilities:
  • Web development - Node.js, Go, C/C++, PostgreSQL
  • Backend program development - Node.js, PostgreSQL, Docker
10

11

Computer and Information Network Center

Deal with network problems or computer repairs

Part-time worker

06 2012 - 06 2017

Responsibilities:
  • Network Basics Debugging and Tracking with Fluke
  • Computer system maintenance

Volunteer

SITCON 2018 Video Engineering group

2018 - 2018

SITCON 2017 Marketing group

2017 - 2017

SITCON 2016 Marketing group

2016 - 2016

SITCON 2015 Marketing group

2015 - 2015

SITCON 2014 Venue Services Group - Deputy Head

2014 - 2014

12

13
COSCUP

2014 - 2014

Volunteer

COSCUP 2014 - Venue Services Group

2014 - 2014


Volunteer

SITCON Summer Camp 2015 - Deputy Convenor

2015 - 2015

SITCON Summer Camp 2014 - Course group leader

2014 - 2014

14

15

Volunteer

HITCON 2014 Motorized group - Leader

2014 - 2014

Education

Projects

node-crypto-ecb
Owner Sep 2022 - Present

Node.js AES ECB Library.

Toha
Toha
Contributor Aug 2022 - Present

Toha - A Hugo theme for personal portfolio

cdk-wordpress
Owner Oct 2020 - Present

A CDK construct library to deploy WordPress.

cdk-sns-notify
Owner Dec 2021 - Present

A CDK construct library to send line notify or discord webhook.

Kaldi Speech Recognition Toolkit
Kaldi Speech Recognition Toolkit
Contributor Dec 2021 - Present

Kaldi is a toolkit for speech recognition, intended for use by speech recognition researchers and professionals.

cdk-lambda-layer-wget
Owner Dec 2021 - Present

A CDK construct library supporting lambda layers using wget

cdk-lambda-layer-zip
Owner Dec 2021 - Present

A CDK construct library supporting lambda layers using zip

cdk-lambda-layer-curl
Owner Dec 2021 - Present

A CDK construct library supporting lambda layers using curl

aws-cdk
Contributor Feb 2021 - Present

The AWS Cloud Development Kit (AWS CDK) is an open-source software development framework to define cloud infrastructure in code and provision it through AWS CloudFormation.

LINE Messaging API SDK for PHP
LINE Messaging API SDK for PHP
Contributor Feb 2019 - Present

The LINE Messaging API SDK for PHP makes it easy to develop bots using LINE Messaging API, and you can create a sample bot within minutes..

Harbor
Harbor
Contributor 2023 - Present

Harbor is a CNCF open source cloud native container registry with security scanning, access control, and image signing capabilities.

Proxmox Backup Server
Proxmox Backup Server
Contributor 2023 - Present

PBS is an open-source enterprise backup solution by Proxmox, featuring incremental backups, deduplication, and encryption.

GitLab
GitLab
Contributor 2022 - Present

GitLab is an open-source DevOps platform with Git repository management, CI/CD, issue tracking, and code review features.

GitLab Runner
GitLab Runner
Contributor 2022 - Present

GitLab Runner is the CI/CD executor that runs pipeline jobs and reports results back to GitLab.

Publications

AWS CDK 完全學習手冊:打造雲端基礎架構程式碼 IaC(iT邦幫忙鐵人賽系列書)

The first Chinese book that teaches you to write AWS CDK from scratch! For those of you who can’t write, there are a lot of sample codes, and you can become an AWS CDK expert by copying them!

AWS CDK 完全學習手冊:打造雲端基礎架構程式碼 IaC(iT邦幫忙鐵人賽系列書)eBook

The first Chinese book that teaches you to write AWS CDK from scratch! For those of you who can’t write, there are a lot of sample codes, and you can become an AWS CDK expert by copying them!

Accomplishments

Computer Hardware Maintenance Level B

This certificate verifies technical skills in computer hardware maintenance at Level B (intermediate).

Computer Software Application Level C

This certificate verifies foundational skills in computer software applications at Level C.

Computer Hardware Maintenance Level C

This certificate certifies foundational knowledge and skills in computer hardware maintenance at Level C.

Computer Software Design Level C

This certificate proves ability to design and develop software at Level C.

This certificate shows basic skills in web design at Level C.

This certificate verifies foundational skills in network setup at Level C.

Microsoft Office Specialist 2007 Master

This certificate indicates mastery of the core Microsoft Office 2007 suite applications.

Microsoft Office Word 2007

This certificate shows proficiency in using Microsoft Word 2007.

Microsoft Office Excel 2007

This certificate shows proficiency in using Microsoft Excel 2007.

Microsoft Office PowerPoint 2007

This certificate shows proficiency in using Microsoft PowerPoint 2007.

Microsoft Office Outlook 2007

This certificate shows proficiency in using Microsoft Outlook 2007.

Web Communication using Adobe Dreamweaver CS3

This certification shows proficiency in using Adobe Dreamweaver CS3 for web communication.

Rich Media Communication using Adobe Flash CS3

This certification shows proficiency in using Adobe Flash CS3 for rich media communication.

Visual Communication using Adobe Photoshop CS3

This certification shows proficiency in using Adobe Photoshop CS3 for visual communication.

TQC Internet and Mobile Communication - Practical Level

This certificate verifies practical knowledge in internet and mobile communication.

TQC Internet and Mobile Communication - Advanced Level

This certificate proves advanced skills in internet and mobile communication.

TQC Internet and Mobile Communication - Professional Level

This certificate shows professional-level skills in internet and mobile communication.

TQC HTML - Practical Level

This certificate verifies basic knowledge and skills in HTML.

TQC HTML - Advanced Level

This certificate proves advanced skills in HTML.

TQC HTML - Professional Level

This certificate shows professional-level skills in HTML.

TQC Mobile Device OS Applications - Practical Level

This certificate verifies practical knowledge in mobile device OS applications.

TQC Mobile Device OS Applications - Advanced Level

This certificate proves advanced skills in mobile device OS applications.

TQC Mobile Device OS Applications - Professional Level

This certificate shows professional-level skills in mobile device OS applications.