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Eden Chen
Sr Software Engineer
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Eden Chen

Sr Software Engineer
Dedicated Software Engineer with a robust background in developing, deploying, and optimizing complex software solutions across diverse domains. Proficient in creating efficient data collection systems and pipelines, as well as scaling features to manage high-volume requests within cloud environments. As a Site Reliability Engineer, adept at swiftly diagnosing and resolving system issues under high-pressure conditions, enhancing system reliability and performance. Skilled in crafting innovative tools to streamline maintenance and minimize operational disruptions. Versatile Machine Learning Engineer and Financial Researcher with a proven track record of transforming complex data analysis and model development into practical applications for both internal use and market-facing products. Committed to advancing the company's competitive edge by securing patents that protect proprietary techniques and knowledge.
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Hive Ventures 蜂行資本
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University of Bath Bath
Taipei, Taiwan

Featured Resume

Uploaded on May 27th 2024

Professional Background

  • Current status
    Employed
    Not open to opportunities
  • Profession
    Software Engineer
  • Fields
    Information Services
    Mobile Apps
    Artificial Intelligence / Machine Learning
  • Work experience
    6-10 years (6-10 years relevant)
  • Management
    I've had experience in managing 5-10 people
  • Skills
    Go
    MongoDB
    MySQL / Mariadb
    Reinforcement Learning
    Tensorflow
    Redis
    Python
    C++
    Kubernetes Infrastructure
    GCP
    Pulumi
    CircleCI
    Github Actions
    Terraform
    ArgoCD
    Slack API
    Datadog
    Rust
  • Languages
    English
    Professional
    Chinese
    Native or Bilingual
  • 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, Taiwan
    London, UK
  • Freelance
    Non-freelancer

Work Experience

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Sr. Software Engineer, Data

Oct 2022 - Present
domain - data analysing/ statistics/ ML/ data engineering/ DevOps/ web3 tech - Rust/ Go/ k8s/ LLM/ mariadb/ Clickhouse/ Bigquery/ PostgreSQL/ GithubActions/ ArgoCD/ dbt/ fluent-bit/ openobserve/ OpenTelemetry
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Sr. Software Engineer

Jan 2022 - Sep 2022
9 mos
domain - data analysing/ statistics/ unsupervised learning/ data engineering/ DevOps tech - Go/ Python/ Pulumi/ Kubernetes/ VertexAI/ Airflow/ Bigquery/ GithubActions/ ArgoCD
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Software Engineer

Feb 2021 - Dec 2021
11 mos
domain - billing system/DevOps/Software Engineering/ Statistics/ Reinforcement Learning tech - Go/GCP/Kubernetes/Terraform/MySQL/MongoDB/CircleCI/ Slack/ Datadog
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Backend Developer

Jul 2020 - Jan 2021
7 mos
domain - software engineering tech - Go/aws/MariaDB
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Backend Engineer

Apr 2020 - Jun 2020
3 mos
◆ Constructed an asynchronous trading system, which led to utilising novel machine learning models to do high-frequency trading (HFT) in the largest cryptocurrency market, implementing low-latency trading logic, and offering well-designed logging and alert mechanism. ◆ Conducted trading model documents, offering some insights in both the design of the reinforcement learning models and the mechanism of the financial market.
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Software Engineer

Jul 2015 - Jun 2018
3 yrs 0 mos
◆ Established the business models for this fresh but advanced platform by in-depth comprehensions of partners and customers, which led to unveiling the profitable opportunities of this project, balancing the profit shares among cooperating companies, and minimising risk exposure of our company ◆ Devised statistic methods and novel quantitative models by Go, Python and R, offering unique trading indicators to our customers and compiling the advantages of our partners ◆ Conducted academic research and daily market report, convincing more Securities and Futures companies to join our platform and enhancing the platform with more potential features ◆ Managed and secured customer data by MariaDB and Unix-like operating systems, which led to discovering the potential demand from using behaviours of our users and protecting user data ◆ Crawled over 50 different data sources from the worldwide by operating customised crawling robots, offering the newest financial data and presenting distinct mathematical indicators to investors
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Software Engineer Intern

Jun 2014 - Jul 2015
1 yr 2 mos
◆ Constructed various quantitative models including the Black-Scholes-Merton model, binomial tree and derivatives models by C++, providing over 30 different pricing models to the company ◆ Solved connecting problems among different computing languages and database languages, which led to utilising C++ library in Python and building the connecting interface of C++ to MongoDB

Education

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Master of Science (MS)
Computer Science
2018 - 2019
3.7/4 GPA
Description
This programme involves studying modern artificial intelligence models. Units include reinforcement learning, intelligent control and cognitive systems, functional programming, database, cryptography. In this programme, I have built Deep Q-Network and tabular methods to solve traffic light control problems, have learned to create a game through Java under an agile framework and have created an interactive wall-following robot. In addition, I have built a CYK parser and turtle compiler through C, and Lambda-Calculus through Haskell.
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Master of Business Administration (MBA)
Banking and Finance
2013 - 2015
4/4 GPA
Description
This degree mainly focuses on financial engineering, including Stochastic calculus, Interest rate derivatives, Advanced financial engineering. The dissertation was titled 'Frequent Trading to the Impact of Options Liquidity'. The analytical programme is written, using C++ to examine the change of microstructure in the Options market.

Licenses & Certifications

日本国特許庁(JP)
Credential ID: JP7233664B1
Issued Mar 2023
No Expiration Date