Chongho Pyo Email & Phone Number

Toronto, On, Ca

Toronto, Ontario, Canada

- Applied geospatial analysis alongside time series and machine learning models to extract actionable insights.- Conducted in-depth evaluation of diverse datasets, including macroeconomic, socioeconomic, geographical, and location-specific data.- Leveraged ClickHouse (OLAP) and PostgreSQL for data storage, selecting technologies based on use case advantages and integrating with dbt for efficient data transformation.

Toronto, Ontario, Canada

Toronto, Ontario, Canada

- Developed a data application for efficiently processing invoices across diverse industries using OCR libraries.- Implemented a user-friendly GUI by Streamlit to enhance the application's usability and accuracy.- Automated the invoice processing logic to execute seamlessly on scheduled or trigger-based events, ensuring timely and efficient operations.- Utilized Python, Prefect for workflow automation, and dbt for comprehensive data validation, ensuring high-quality data throughout the pipeline.- Collaborated closely with cross-functional colleagues to optimize automated data ingestion and transformation processes.

Montreal, Quebec, Canada

- Outstanding Individual Capstone Solution Award (1st place)- Extracted social media data (e.g., YouTube, Facebook) employing APIs and Web Scraping- Preprocessed & Refined data for user sentiment analyses of primary products, as well as competitive manufacturers' similar models- Designed a Data Pipeline to automate & orchestrate ETL process using Azure Data Factory

Seoul, South Korea

- Designed and developed a prototype for recommending similar types of clothes based on their properties: sizes, color, price, etc.- Employed collaborative and content-based filtering with similarity measures.- Conducted literature and paper reviews of the recommender system.- Outlined surveys and measured actual body sizes of the subjects to enhance the accuracy of a size prediction model.

Seoul, South Korea

- Worked at Biz Intelligence Institute, School of Business, Sejong University- Collaborated closely with research participants, including 3+ professors and Ph.D.- Ingested and processed M&As information and financial figures from the S&P (Standard & Poor’s) Capital IQ platform database- Conducted web scraping, data collection/processing/refining with Python- Maintained over 95% accuracy in gathering vast amounts of data to derive results and achieve desired outcomes of analysis- Implemented regression/time series/clustering analysis to investigate the relationship between M&A activities and industry performance

Master'S Degree, Master Of Management In Analytics

Bachelor Of Engineering - Be, Computer Science And Engineering

Bachelor Of Business Administration - Bba