Data Scientist
Advanced Research Group Co. Ltd
Khlong San, Bangkok
02.2020 - Current
- Extracted and collected data from multiple sources, including web scraping and APIs, for analytical and machine learning purposes.
- Built and maintained data pipelines using Apache Airflow, MinIO, and Docker for automated data processing and storage.
- Developed and deployed Natural Language Processing (NLP) models for text classification, sentiment analysis, and chatbot development using Hugging Face tools and various pretrained models.
- Engineered a data warehouse using PostgreSQL and MongoDB, including writing complex SQL queries and stored procedures for data transformation and reporting.
- Designed and implemented machine learning models for financial forecasting, predicting profitability based on historical financial data.
- Developed and deployed RESTful APIs for machine learning models and data services, enabling team members to access and integrate models seamlessly.
- Built and containerized API services using Docker for efficient deployment and scaling.
- Currently learning frontend web development with React.js and Next.js to expand full-stack development capabilities.
- Exploring UI/UX design tools, specifically Figma, for better collaboration in product design and prototyping.
