BR Lin
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Hi, I'm |Lin

Cloud Engineer & AI Solution Developer.Specializing in Generative AI, RAG Systems, and Scalable Cloud Architectures.

About Me

Combining academic depth in Information Security with practical expertise in Cloud & AI.

Education
MS, Computer Science and Information Engineering2023 - 2025

National Taichung University of Science and Technology

Thesis: Optimized Two-Dimensional Histogram-Based Reversible Data Hiding Technique for JPEG

BS, Computer Science and Information Engineering2019 - 2023

National Taichung University of Science and Technology

GPA 3.83/4.0Top 5% (3/55)Honor Student
Community

AWS User Group Taiwan

Active Member & Speaker

Shared "Multi-Agent RAG System Implementation" at May 2024 Meetup.

Volunteer Experience

  • AWS Community Day (2023-2025)
  • AWS Summit (2024-2025)
Technical Skills

Languages

PythonTypeScriptC++C#Go

AI / ML

PyTorchLangChainRAGAgentic WorkflowTensorFlow

Cloud & DevOps

AWSGCPDockerKubernetesCI/CD

Data & Tools

TableauAlteryxPostgreSQLReactNext.js

Professional Experience

Proven track record in software engineering and data-driven solutions.

Data Engineer & Executive Assistant (Part-time)
BETO ENG. & MKTG., CO., LTD.
Sep 2023 - Dec 2024
  • Led digital transformation for Sales & Finance depts (50+ users), reducing report prep time by 40%.
  • Developed 10+ interactive BI dashboards (Tableau/Alteryx) for C-level insights.
  • Optimized ETL pipelines for SAP data, improving cross-team efficiency by 30%.
  • Conducted market research on GenAI & BI trends from 20+ tech conferences (AWS Summit, etc.).
TableauAlteryxETLBIData Analysis
Software Engineer
BETO ENG. & MKTG., CO., LTD.
Jan 2023 - Sep 2023
  • Delivered internal solutions saving 500k+ TWD in external consulting costs.
  • Built Attendance Analysis Platform serving 500+ employees, reducing HR reporting time from 60min to instant.
  • Automated inventory sync for 30+ SKUs, cutting manual workload by 25%.
  • Implemented containerized microservices (Docker, CI/CD), improving stability by 40%.
PythonC#React.jsDockerDevOps

Featured Projects

A selection of my work in AI, Cloud, and Software Engineering.

Hackathon / Featured
AI-Powered Sales Agent (East Shopping)
Innovative 3-layer AI system (Coach, Sales, Evaluation AI) for Taiwan's leading TV shopping network. Separates strategy, execution, and analysis.
PythonTEN-AgentDify.aiAWSBedrock
Hackathon / Featured
Gogoro Smart Scooter Wizard
AI-driven customer service solution for Gogoro, utilizing RAG to handle inquiries across 12 scooter models and 800+ manual pages. First Prize Winner.
PythonLangChainRAGAWSStreamlit
Work Project
BETO Digital Hub
Enterprise digital transformation project establishing a BI platform and data analysis system for sales/finance insights.
TableauAlteryxSAPETL
Work / Team Project
Splitpush inc. Ecommerce
Delivered full ecommerce platform with catalog, membership, cart, and loyalty systems. Led backend team of 4.
PHPMySQLDockerAliyunDevOps
Side Project
JPEG Codec
Built a complete image compression system from scratch. Implemented encoder/decoder with modular architecture for research.
PythonNumPyOpenCVOOP

Awards & Certifications

Recognition of my technical expertise and competitive achievements.

Competition Awards

AIWave: Taiwan Generative AI Applications Hackathon
1st Place (Superior Award)
AIWave: Taiwan Generative AI Applications Hackathon
Smart Mobility – Gogoro Category
55th Central Skills Competition
1st Place
55th Central Skills Competition
Cloud Computing
ITSA 2022 National Collegiate Programming Contest
1st Place
ITSA 2022 National Collegiate Programming Contest
Web & Info Systems Group
55th National Skills Competition
4th Place
55th National Skills Competition
Cloud Computing

Certifications

AWS Certified: Machine Learning Engineer - Associate

AWS Certified: Machine Learning Engineer - Associate

AWS, 2025

AWS Certified: Data Engineer - Associate

AWS Certified: Data Engineer - Associate

AWS, 2024

Gemini Certified Educator

Gemini Certified Educator

Google, 2025

Google Cloud Digital Talent Exploration

Google Cloud Digital Talent Exploration

Google, 2024

Get in Touch
Interested in collaboration or have a project in mind? Let's connect.