Hey, I'm Mike 👋
Software Developer & Infrastructure Specialist
I'm a software developer with 7+ years of experience building scalable systems. I specialize in backend services, real-time systems, and MLOps infrastructure. Recently, I've been exploring machine learning operations and automated deployment pipelines.
Tech Stack
Technologies I work with
GoLang
Kubernetes
Python
Typescript
Kotlin
Rust
KafkaExperience
My professional journey
Senior Data Engineer - MLOps
EOG Resources
March 2025 - Present
Houston, TX
- Developed and deployed a high-performance compute cluster with custom API and CLI tooling, enabling 10+ data science teams to efficiently access and scale GPU resources.
- Implemented automated model retraining and online inference endpoints across hybrid environments (Azure, Kubernetes, on-premise), leveraging GitHub Actions for CI/CD.
- Designed and built internal frameworks for rapid model prototyping, ensuring seamless integration with CI/CD pipelines and accelerating deployment cycles.
- Collaborated with cross-functional teams and end users to productionize machine learning models, delivering predictive insights that informed key field operations.
Data Engineer II - Real Time Ops, Backend Development
EOG Resources
September 2019 – March 2025
Houston, TX
- Developed and deployed microservice for on-prem servicing of well production data for optimization algorithms, saving over $200 million in operational costs annually
- Led technical architecture discussions to standardize data contracts, preventing naming conflicts across platforms and divisions while aligning with business needs
- Designed and built ETL processes to aggregate IoT sensor data across divisions, providing real-time insights into company-wide well performance
- Established and sustained Kubernetes deployments for over 30 services, streamlining CI/CD pipelines for the web application team
Blockchain Developer, Team Leader
Crypto Modern Art
January 2018 - March 2019
Seoul, South Korea
- Spearheaded technical discussions to build decentralized applications on Ethereum and Hyperledger Fabric, meeting client demands
- Constructed deployment scripts hosting Hyperledger and Ethereum POA networks on AWS EC2 instances
- Engineered smart contracts to resolve transactions across different blockchain solutions, facilitating cross-platform functionality
Army, Combat Medic
Military Service
September 2013 - June 2015
South Korea
- Provided daily medical care for company personnel
- Supported English/Korean translation for ROK and US officers in joint missions
- Trained new medics for both field and on-base military operations
Projects
Some things I've built recently
Trip Tracker website using Go, Templ, HTMX, and TailwindCSS
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Portfolio Website
Explore ProjectGet In Touch
Let's connect and discuss opportunities
doshinkorean@gmail.com
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Resume
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Available for freelance projects, full-time opportunities, and collaborations
Houston, TX CDT (UTC-5) Usually responds within 24 hours