Siwale Kamasatjakul
@siwalekamasatjakul
Data researcher specializing in automation and data processing solutions.
ThailandWhat I'm looking for
I am a dedicated data researcher with a strong background in automation and data processing. Currently, I work at Omniscien Technologies, where I have designed and implemented a Python pipeline for bilingual corpora management, enhancing the efficiency of data handling and processing tasks. My expertise in developing automated systems has significantly improved operational workflows, allowing for seamless integration with various APIs and cloud services.
In addition to my professional experience, I have undertaken personal projects that showcase my skills in data warehousing and analytics. I built a modern data warehouse using Medallion Architecture and developed a veterinary data search assistant that leverages OpenAI embeddings for enhanced data retrieval. My passion for data engineering drives me to continuously learn and apply innovative solutions to complex data challenges.
Experience
Work history, roles, and key accomplishments
Data Researcher
Omniscien Technologies
May 2024 - Present (1 year 4 months)
Designed a Python pipeline for bilingual corpora (EN-JA, EN-ZH) with a structured flow and JSON-based flexible cleaning and batching. Automated file handling, cleaning, splitting, merging, and logging. Created Python scripts that integrated with the Airflow API to detect and re-run failed cleaning tasks.
Veterinary Data Search Assistant
Personal Project
Developed a Python script that uploads veterinary records to a SQL database and enables search using OpenAI embeddings and FAISS. Built a modern data warehouse using Medallion Architecture (Bronze/Silver/Gold) with end-to-end ETL pipelines in SQL Server.
YouTube Data Engineering & Analytics Project
Personal Project
Designed an AWS-based data lake to analyze YouTube trending data (CSV/JSON). Automated data ingestion with S3 and Lambda, converted JSON to Parquet, processed data via Glue ETL and crawlers, and enabled querying with Athena and visualization in QuickSight.
Education
Degrees, certifications, and relevant coursework
Kasetsart University
Bachelor of Electrical-Mechanical Manufacturing Engineer, Electrical-Mechanical Manufacturing Engineer
2020 - 2024
Studied Electrical-Mechanical Manufacturing Engineering. Completed coursework and projects related to the field.
Tech stack
Software and tools used professionally
Availability
Location
ThailandAuthorized to work in
Job categories
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