Creative Builder · Data · Product
Aspiring Data Engineer focused on scalable pipelines, reliable data systems, and turning raw data into clean, decision-ready datasets.
![[Name] portrait](profile.png)
I adapt quickly in new environments and enjoy figuring things out on my own. I like organizing data and systems so teams can make faster, clearer decisions. I am dependable about timelines and quality, and I care about doing things the right way.
Data pipeline builder
From ingestion to analytics
Research-ready datasets
Clean, validated, and consistent
Cross-team collaborator
Aligning data and product goals
Academic background and graduation timeline.
University of Alberta · Edmonton, AB
Bachelor of Science in Computing Science, Minor in Mathematics
Graduated: March 2026
Core tools and capabilities I use to build data products.
A selection of recent and representative work.
Designed and built an interactive React dashboard with live search, status filters, ranked candidate cards, and a sticky detail panel for recruiter-style workflows. ⚛️ React · ⚡ JavaScript · 🌐 HTML/CSS · 🔍 Live Search · 📊 Dashboard UX
Built a Python QA/SDET practice project that validates API responses, retries transient failures, tests edge cases with mocking, and runs automated checks in GitHub Actions. 🐍 Python · 🧪 Pytest · 🌐 Requests · 🔄 Mocking · ⚙️ GitHub Actions
Built a multi-step insurance quote funnel with URL-based step persistence, validation, and robust error handling, including mock API success/error/timeout flows. ⚛️ React · 🧩 React Hook Form · 🧾 Zod · 🛣️ React Router · 🚀 Express
Built an end-to-end pipeline for 10K+ records, standardized schemas, and delivered a KPI-ready star dataset with an interactive dashboard. 🐍 Python · 🗄️ SQL · 🔎 Power Query · 📊 Power BI
Automated real-time spectral ingestion with modular preprocessing, feature engineering, and versioned datasets, achieving 95%+ classification accuracy. 🐍 Python · 🍓 Raspberry Pi · 📡 AS7262 · 🧠 XGBoost
Local-first job application tracker that extracts key fields, tags skills, detects duplicates, and supports optional Supabase sync with AI summaries. ⚡ JavaScript · 🧊 Supabase · 🟢 Node · 🧠 Ollama
Built at natHACKS 2024: transformed survey data into model-ready sets and surfaced ML outputs in the UI via API-style exchange. 📊 R · ⚡ JavaScript · 🌐 HTML/CSS · 🔌 API
Designed a backend data flow for QR scan events, built a structured Firebase data model, and supported low-latency reads for live gameplay updates with strong data integrity. ☕ Java · 🔥 Firebase · 🤖 Android · 🧩 XML
Hands-on roles across data pipelines, research support, and team operations.
Sustainable Engineering & Drug Delivery Design Lab (SE3D), University of Alberta
Jan 2025 – Present
Association of Korean Canadian Scientists and Engineers (AKCSE), Edmonton AB
Sept 2022 – Apr 2024
SONGDO Academy, Incheon, Korea
May 2023 – Aug 2023
The latest resume is available as a PDF. Link it or drop the file here.
SUYEON KIM · Resume
Open to opportunities in data engineering and analytics.