Mandy Shin
@mandyshin
I build reliable e-commerce data pipelines and backend systems for retail analytics.
CanadaWhat I'm looking for
I've built and maintained AmorePacific's e-commerce backend at Uzen, supporting production operations, order processing, transactional data flows, relational databases, and REST API integrations.
I'm building an omnichannel retail data platform for Charlie's Chocolate Factory that unifies e-commerce and multi-store POS data through Square. I use Python, Pandas, GCP, and BigQuery to ingest, validate, transform, model, and analyze retail data.
With a Statistics background and hands-on data analytics training, I'm focused on turning reliable retail data workflows into useful analysis across products, customers, channels, stores, inventory, and regional demand.
Experience
Work history, roles, and key accomplishments
Manager
Nene Chicken
Jan 2024 - Jun 2026 (2 years 5 months)
Managed day-to-day retail operations including inventory, sales tracking, scheduling, customer service, and employee training. Used operational and sales information to support inventory decisions and improve daily operations.
Data Science Apprentice
CICCC
Apr 2024 - Oct 2025 (1 year 6 months)
Worked with structured datasets using Python, Pandas, and NumPy for cleaning, transformation, and exploratory analysis. Developed hands-on experience with data preprocessing and statistical analysis.
Back-end Developer
Uzen
Oct 2017 - Feb 2023 (5 years 4 months)
Developed and maintained AmorePacific's e-commerce backend using Java, Spring Boot, JPA, PostgreSQL, and REST APIs. Worked on order processing, API integrations, and production issue investigation.
Education
Degrees, certifications, and relevant coursework
Cornerstone International Community College of Canada
Data Science Program, Data Science
2024 - 2025
Data Science Program at Cornerstone International Community College of Canada, Vancouver, BC, from 2024 to 2025.
BrainStation
Data Analytics Certificate, Data Analytics
2023 - 2023
Data Analytics Certificate from BrainStation, Vancouver, BC, in 2023.
Dongguk University
Bachelor of Statistics, Statistics
2012 - 2016
Bachelor of Statistics degree from Dongguk University, Seoul, South Korea, from 2012 to 2016.
Tech stack
Software and tools used professionally
Availability
Location
CanadaAuthorized to work in
Salary expectations
Job categories
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