Chalat P. Email & Phone Number

- Implemented a machine learning system to automatically identify and ban illegal items on the platform. This reduced the time required for manual checks, decreasing a daily workload of 3 hours for the operations team.- Initiated Data-centric AI with the Snorkel programmatic labeling tool to label data for machine learning, enabling human-in-the-loop assistance for model enhancement.- Conducted market basket analysis to bundle food items together, helping partner restaurants in increasing their basket size. This initiative resulted in a conversion rate of over 10% for restaurants and an average basket size increase of more than 10 bahts.- Utilized user segmentation techniques within the messenger service to enhance the targeted distribution of coupons to users.- Initiated MLOps by employing Airflow and MLFlow to continuously train models and conduct batch predictions, ensuring an up-to-date and high-performing machine learning model.- Productionized real-time machine learning predictions by deploying a gRPC service.- Implemented SQL logic to detect fraudulent riders on the platform, ensuring a positive working environment for fellow riders.- Leveraging the AWS Object Detection service to identify riders not using our designated jacket and box, thereby minimizing the time needed for manual investigation.

I've been passionate about sharing knowledge since my time volunteering at the Tutorial Club during my undergraduate years. That's why I decided to kick off my own blog, where I dive into topics like data science, machine learning, and AI, all to maintain the spirit of sharing.

Bangkok Metropolitan Area, Thailand

- Developed Smart document searching (SDS) to reduce the time-consuming task of business users using the question-answering model.- Utilized the text similarity method to increase data quality across the company- Initiated MLOps framework in the Cloudera Data Platform using Apache Oozie and Apache Airflow to help customers effectively orchestrate their data and machine learning pipeline.- Gathered and Analyzed finance business requirements and supported the data scientist team to serve proper solutions for business usage.

Wellgrow Industrial Estate

- Developed a program to control IC Handler via GPIB Port using VBA.- Created a program to summarize the data log of IC Handler using Excel VBA. - Improved machine setup time, utilization, and overall equipment effectiveness (OEE).- Determined specifications for operating and maintaining IC Handler activities.- Conducted training classes on machine operation and repairation.

Fukuoka, Japan

Collaborated with a team to construct an interactive cube using Arduino, serving as both a Mechanical Designer and Programmer.

Bachelor Of Engineering (B.Eng.), Mechatronics Engineering, 3.73

Activities and Societies: - TESA Topgun Rally 2014 - Embedded system (5th place) at Thammasat University - Green Heart Challenge (Top 3.

High School, Math And Science Program