GN
Open to opportunities

Gee Yeol Nahm

@higee

Experienced Machine Learning Engineer adept at scalable ML systems.

South Korea

What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my machine learning expertise to drive impactful solutions and contribute to a forward-thinking team.

I am a Machine Learning Engineer with extensive experience in developing scalable ML systems and data pipelines. My journey has taken me through various roles where I have thrived in collaborative, multicultural environments. At DPG Media, I drove the development of real-time data pipelines for user interaction and article metadata, overseeing the full lifecycle from drafting proposals to knowledge sharing. My work in engineering recommendation systems has significantly enhanced user engagement across multiple product surfaces.

Throughout my career, I have focused on optimizing ML infrastructure and application code, ensuring reliability and performance within service level agreements. I have played a key role in establishing robust analytics pipelines to monitor key performance metrics and have led the adoption of innovative recommendation paradigms. My proactive approach to problem-solving and collaboration with stakeholders has allowed me to align technical solutions with business needs effectively.

With a solid foundation in data engineering and a passion for machine learning, I am committed to building efficient workflows and practical solutions that drive business success. I continuously seek opportunities to leverage my skills in a dynamic environment where I can contribute to impactful projects.

Experience

Work history, roles, and key accomplishments

DM

Machine Learning Engineer

DPG Media

Jun 2021 - Jan 2025 (3 years 7 months)

Developed real-time data pipelines for user interaction and article metadata, overseeing the full lifecycle from proposal drafting to knowledge sharing. Engineered recommendation systems for multiple product surfaces and optimized ML infrastructure, ensuring reliability and performance.

BA

Data Engineer

Barogo

May 2016 - Jul 2018 (2 years 2 months)

Developed and operationalized backend systems for integrating an ETA prediction model for real-time use. Designed data pipelines to transform raw GPS data into structured travel time insights.

Education

Degrees, certifications, and relevant coursework

Chung-Ang University logoCU

Chung-Ang University

Bachelor of Science, Political Science and Diplomacy

2011 - 2015

Bachelor of Science in Political Science and Diplomacy, focusing on the study of political systems, international relations, and diplomatic practices.

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