Machine Learning Engineer

• Mar 2022 - Present

● Directly communicated with Business and Engineering personnel in partner companies to understand the problem and needs of customers. ● Created an end-to-end system using deep learning time-series analysis model, achieving more than 95% in accuracy. ● Built a GUI using PySimpleGUI for the Graphic User Interface. ● Released 3 beta version of the product ● Presented the project in the internal company meeting for the internal knowledge sharing. ● Directly communicated with Business and Engineering personnel in partner companies to understand the problem and needs of customers. ● Created an end-to-end system using deep learning time-series analysis model, achieving more than 95% in accuracy. ● Built a GUI using PySimpleGUI for the Graphic User Interface. ● Released 3 beta version of the product ● Presented the project in the internal company meeting for the internal knowledge sharing.

Summer Intern

• Sep 2023 - Sep 2023

NLP Engineer (Remote)

• Dec 2021 - Mar 2022

● Lead the team of interns to create a sentiment analysis model based on RoBERTa and ClinicalBERT for biomedical sales and business context. The model achieved 88% accuracy in Business context and 78% accuracy in Biomedical Sales context. ● A patent was filed on this new sentiment analysis model. ● Present the demonstration to the executive board and CEO at the company meeting. ● Lead the team of interns to create a sentiment analysis model based on RoBERTa and ClinicalBERT for biomedical sales and business context. The model achieved 88% accuracy in Business context and 78% accuracy in Biomedical Sales context. ● A patent was filed on this new sentiment analysis model. ● Present the demonstration to the executive board and CEO at the company meeting.

Vice President of Thai Students Society in the University of Tokyo

• Apr 2021 - Mar 2022

Responsible for holding events for Thai students in the UTokyo such as Education Fair, new Thai Students’ Welcome Party, and so on.

CREPE Summer Internship Program: Big Data Analyst

• Aug 2021 - Sep 2021

● Perform data cleaning and processing to analyze the effect of Hedge Fund award on Japanese Hedge Fund returns and popularity from the year 2005 – 2019● Using statistics, time-series analysis and Event-Study approach to compare the awarded and non-awarded fund, then present the findings to Prof. Naoki Wakamori

Project Leader

• Apr 2021 - Mar 2022

Business Consultant

• Aug 2021 - Sep 2021

● Preprocessing and feature-engineering million-rows donors’ data from one of the biggest hospitals in Thailand. ● KNNs clustering with elbow method was applied to do the customer segmentation. ● Data visualization was done to find more business insights and new data-driven marketing campaigns was proposed to project lead. ● Preprocessing and feature-engineering million-rows donors’ data from one of the biggest hospitals in Thailand. ● KNNs clustering with elbow method was applied to do the customer segmentation. ● Data visualization was done to find more business insights and new data-driven marketing campaigns was proposed to project lead.

Deep Learning (GNNs) Internship

• Jun 2021 - Jul 2021

● Applying graph-edit-distance (GED) triplet loss into TUDataset, a collection of benchmark datasets for learning with graphs. ● Applying k-NN (k-nearest neighbors’ algorithm) in classification model of ENZYME dataset and MUTAG dataset which is dataset of small molecules. ● By applying GraphConvv, a considerable improvement in accuracy from 82% to 90% could be achieved. ● Applying graph-edit-distance (GED) triplet loss into TUDataset, a collection of benchmark datasets for learning with graphs. ● Applying k-NN (k-nearest neighbors’ algorithm) in classification model of ENZYME dataset and MUTAG dataset which is dataset of small molecules. ● By applying GraphConvv, a considerable improvement in accuracy from 82% to 90% could be achieved.

Platform Manager

• Mar 2020 - Apr 2021

Responsible for managing all digital platforms of TSAJ Association. For example, Slacks, ZOOM, Google Drive, and so on. Responsible for managing all digital platforms of TSAJ Association. For example, Slacks, ZOOM, Google Drive, and so on.

Research Assistant

• Apr 2017 - May 2017

Synthesize Calcium Lactate nanoparticles on a large scale with varying reactants’ ratio, and characterize them under TEM (transmission electron microscope) Synthesize Calcium Lactate nanoparticles on a large scale with varying reactants’ ratio, and characterize them under TEM (transmission electron microscope)