Avatar of 蔡智鈞.
蔡智鈞
Big data, AI, Blockchain
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蔡智鈞

Big data, AI, Blockchain
I like to use software techniques yo solve real problems. Recently, I am mainly focusing on LLM and zero knowledge technologies.
HTC
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AppWorks School
Taipei, Taiwan

Featured Resume

Uploaded on Mar 26th 2024

Professional Background

  • Current status
    Employed
    Open to opportunities
  • Profession
    Back-end Engineer
    Node.js Developer
    Full Stack Development
  • Fields
    Internet of Things (IoT)
    Big Data
    Software
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    node.js / express.js
    Python
    Kafka
    PostgreSQL
    Rust
    Airflow
    Jenkins
    Redis
    Git
    MongoDB
    Docker
    GCP
    rust
  • Languages
    Chinese
    Native or Bilingual
    English
    Intermediate
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    Software Engineer / Backend Engineer
  • Desired work locations
    Taipei City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

Principle Engineer

HTC
Full-time
Aug 2023 - Present
Taipei City, Taiwan
Build a source code scanning pipeline with CodeQL on Jenkins for 150+ projects. Build a packages scanning pipeline with Yarn on Jenkins for 30+ projects. Implement cache mechanism to archive 40% performance optimization for Jenkins pipeline.
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Software Engineer

Jun 2018 - Mar 2023
4 yrs 10 mos
Nantou County, Taiwan
# Air quality IoT analytics system (2019 - 2023) 1. Led a team in building an IoT device management and data analytics system using microservice architecture with Docker. Achieved 99% SLA and under 10 seconds data query time. 2. Designed and executed a seamless migration plan from MariaDB to PostgreSQL with Timescale extension, addressing a query performance bottleneck caused by 80 million records. 3. Developed a stable and practical analysis platform that facilitated the customer's expansion from 500 devices to 3,500, establishing them as the leading consulting company in Taiwan for Civil IoT initiatives in collaboration with local governments. 4. Integrated ClickHouse to overcome query performance bottlenecks as the data volume reached 3 billion records. 5. Transitioning from an API-based approach to Pub/Sub architecture. This transformation resulted in a 60% reduction in computing costs. 6. Implemented an AI model for PM2.5 data calibration and anomaly detection, enabling governments to accurately identify the sources of pollution. This solution contributed to the organization winning a prestigious "Smart 50 Award." # Digital Lottery System (October 2021 - February 2022) 1. Spearheaded the development of a digital lottery system aimed at revitalizing the economy of Puli post-epidemic. This system garnered an impressive participation of over 6,000 individuals and collaboration with 150+ stores, generating 3.5 million economic activities. # Agriculture Irrigation and Monitoring System (2018 - 2023) 1. Developed a web visualization system using React.js and MongoDB. This approach resulted in an impressive 20% reduction in daily workload. # Air quality real-time monitoring map (2015-2022) 1. Utilized the ASP.NET MVC framework for building a low-cost PM2.5 sensing platform for the Environment Protection Administration Executive Yuan R.O.C. 2. Integrated Google Maps API to display GIS base data, and leveraged Apache EChart to present historical data. 3. Developed a Messenger Bot to provide convenient data querying services.

Education

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Non-Degree Program (e.g. Coursera certificate)
Blockchain Program
2023 - 2024
Description
* Demonstrated expertise in crafting, testing, and deploying robust smart contracts utilizing the Foundry framework within the Ethereum ecosystem. * Gained comprehensive insights into the technical structures and operational mechanisms of leading DeFi protocols including Compound, Uniswap, AAVE, and Balancer. * Conducted extensive analysis of smart contract vulnerabilities such as re-entry attacks, denial-of-service issues, and oracle manipulation. * Developed a DeFi protocol which allows traders to manage investor’s funds while ensuring funds safety.
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Master’s Degree
資訊管理學系
2016 - 2018
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Bachelor’s Degree
資訊管理學系
2012 - 2016