Hi,I'mDayeonπŸ‘‹

Business-Minded Data Engineer

Building Scalable Pipelines that Turn Data into Actionable Business Value.

About

I am based in London.

I don’t just build data pipelines. I build scalability that drives business value. Leveraging my background in Digital Marketing and Tech Sales to bridge the gap between technical engineering and commercial impact, I have successfully managed data architectures for 1.5M+ users.

From designing 60+ complex xAPI schemas to fine-tuning heavy database queries, I engineer high-performance infrastructures where data integrity meets speed, reducing query latency by 80%.

I specialise in Python, SQL, ETL/ELT, dbt, and Airflow, with deep expertise in AWS, Docker, CI/CD pipelines, and cross-functional backend architectures.

Skills

Python

Python

PostgreSQL

PostgreSQL

Docker

Docker

dbt

dbt

Airflow

Airflow

Next.js

AWS

BigQuery

BigQuery

GITHUB ACTIONS

Github Actions

Looker

Looker

FastAPI

FastAPI

And More...

Projects

From Ideas to Reality

Check out my work

looker dashboard

London Restaurant Hygiene Rating Pipeline

2026

β€’ Designed and implemented an automated ELT pipeline to extract semi-structured XML data into an AWS S3 data lake, transforming it into a data mart visualised in a Looker dashboard
β€’ Utilised Airflow to schedule, orchestrate, and manage the pipeline
ELT PipelineSchedulingData Reliability
Python
PostgreSQL
dbt
Airflow
Docker
AWS S3
Looker Studio

HelloMeds - Hackathon Project

2026

β€’ An AI-powered medication reminder system that calls you instead of a generic alarm.
β€’ Built a real-time AI voice assistant using Twilio, Gemini LLM, FastAPI, and WebSockets.
Gemini APITwilio APICopilot
Python
JavaScript
React
Git / Github

Solo Sync - Hackathon Project

2025

β€’ 1st place in the topic challenge and 3rd overall out of 24 teams at HuddleHive's WIT Hackathon.
β€’ Reducing No-shows in the events industry by introducing gamification and accountability buddy chat.
β€’ I developed an MVP for the ice-breaking chat feature using React.
Hackathon Winning Project
JavaScript
React
Git / Github
Tailwind CSS

Code Your Future

2025

β€’ Code Your Future is a UK-based charity that provides free coding education to disadvantaged groups
β€’ I contributed to in-person sessions, providing pair programming support, and worked as a software engineer to build and maintain applications and a dashboard website for admin staff.
MentoringAgile Team
JavaScript
React
Jest
Swagger
MongoDB
Tailwind CSS
Git / Github
Postman

Recipe Project

2024 - Ongoing

β€’ My endless question of the day: "What should I cook today?" led me to create a personal recipe management web application.
β€’ Built with Next.js. Implemented form validation with Zod and React Hook Form and Supabase RPC functions to eliminate client-side SQL queries
Lifelong Side Project
TypeScript
JavaScript
Jest
Next.js
Supabase
Postgresql
Tailwind CSS

K-MOOC

2021 - 2023

β€’ K-MOOC is South Korea's national platform for free online courses.
β€’ I maintained a website serving over 10,000 monthly average users by ensuring optimised database performance and system-wide troubleshooting.
Monthly Average User 10,000+
Python
Django
JavaScript
OpenEdx
MySql
MongoDB
Docker
Discontinued Service

Experiences

Connecting The Dots...

Hover over!
Code Your Future Logo
code your future experience

CYF Tech Products

2025 Meet-up

Code Your Future - Software Engineer / Programming Teaching Assistant

London, UK 2025

After moving to London, I joined a larger team where I enjoyed building dashboard website, resolving merge conflicts, and having meaningful discussions about web development.

Korea National Open University Logo
university certificate

Certificate of Academic Scholarship

from Korea National Open University

Korea National Open University - Computer Science Student

Seoul, Korea 2022 - 2024

I established a solid foundation by studying computer science fundamentals.

Modules: Data Structures and Algorithms, Computer Architecture and Operating Systems, Database Systems, Computer Security, Computer Networking

Bubblecon Logo
bubblecon

Working hard :)

@ Bubblecon Seoul office

Bubblecon Edtech Co. - Software Engineer

Seoul, Korea 2021 - 2024

As a self-taught developer, I switched my career from digital marketing to software engineering.

At Bubblecon, I explored web development topics from frontend to backend engineering through the K-MOOC website. This broad exposure was invaluable in shaping my tech expertise.

Brita Logo
brita

Brita Korea Annual Conference

Sales Day

Asiance & Brita Group - Digital Marketer

Seoul, Korea 2019 - 2021

In the world of digital marketing, I discovered the power of Excel functions and pivot tables, which later helped me understand programming functions and databases. I started learning Python to automate repetitive data collection tasks using Beautiful Soup and Selenium.

Apple Logo
apple

A surprise visit by Tim Cook

@Apple Store Covent Garden

Apple Store London - Sales Specialist

London, UK 2018

My journey began at the Apple Store in London, where I explained technology using simple language and analogies. By simplifying complex ideas for customers, I set the stage for my future in tech.

Feel free to get in touch! πŸ‘
  • external-blog-blogger-and-influencer-xnimrodx-lineal-xnimrodx