Introduce

Welcome toPhaphontee's World

My name is

Phaphontee Yamchote.

ปพนธีร์ แย้มโชติ (เต้ย)
Template by © Smith 2020

TEACHING
TO IMPROVE LEANERS
RESEARCHING
TO IMPROVE MYSELF FOR TEACHING

Teaching Mathematics, Computer Science and Programming:
including thier application such as Data Science, Machine Learning, Artificial Intelligence

A dedicated mathematician and computer scientist with extensive experience in machine learning, deep learning, and data science. Specializing in graph neural networks, and I possess strong analytical and problem-solving skills with a proven ability to implement and optimize machine learning algorithms.

Highlight
  1. - Multidisciplinary expert with a strong background in mathematics, computer science, and data science.
  2. - Extensive experience (4 years) in hands-on projects involving data science and machine learning in both manufacturing and financial domains.
  3. - Proficient in designing and implementing machine learning and deep learning models with a theoretical focus.
  4. - Skilled in utilizing PyTorch for deep learning research and development.
  5. - Skilled in algorithm programming and optimization.
ABOUT ME
  1. (1) (IN PROGRESS)
  2. (2) Generalized Lojasiewicz Inequality in expansions of the real field (with Athipat Thamrongthanyalak), Proceedings of Annual Pure and Applied Mathematics Conference (2020), 244-251.
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Portfolio

Education

  1. Ph.D. Computer Science

    Faculty of ICT, Mahidol University
    Aug 2021 to Present

    Study theme: Machine learning and deep learning techniques in data science task

    Coursework: Computational Theory, Design and Analysis of Algorithms, Natural Language Processing, Deep Learning, Graph Neural Networks

  2. M.Sc. Mathematics

    Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University
    Aug 2017 to Jan 2021

    Study theme: Application of mathematical logic on structures in mathematics: o-minimality and its generalization

    Thesis: Smooth Approximations of Continuous Functions Definable in D-minimal Structures (access)

  3. B.Sc. Mathematics

    Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University
    May 2012 to Jun 2016

    Study theme: Study all fundamental concept of mathematics including pure math and applied math. I was interested in properties of algebraic structures in mathematics.

    Senior Project: Some Properties of 2-absorbing RΓ-submodules of RΓ-modules

Experience

  1. Intern Researcher

    Japan Advanced Institute of Science and Technology (JAIST)
    Jun 2024 - Aug 2024

    Researched on the explainability of artificial intelligence
    Studied and gave a talk about current data science and AI tools: Streamlit and Langchain

  2. Invited Mathematics and Computer Teacher

    Chanpradittaram-Wittayakom School
    Oct 2023 – Mar 2024

    Taught Scratch programming to M.1 students for game design
    Taught Python programming to M.4 students for language processing
    Taught special course on competitive mathematics to prepare M.1 - M.3 students for international mathematics examination

  3. Research Assistant and Assistant Data Scientist

    I3-Lab, Faculty of ICT, Mahidol University, supported by Western Digital
    Aug 2022 – Dec 2023

    Worked on a data science project in the manufacturing for Western Digital
    Researched and implemented weak supervision technique to improve the prediction accuracy in uncertainty pipeline

  4. Data Analyst

    KPMG Phoomchai Audit, Ltd.
    Oct 2020 – Mar 2021

    Prepared dashboards using Power BI from clients’ data
    Applied analytics to find business insights and audit insight from big data
    Implemented optimization programming by Python to reducing routine time in the audit report from 5 - 10 minutes per job to 1 - 2 second per job

RESUME

What I have ever done

Data Analyst

in audit

Innovative Developper

in audit

Data Scientist

in manufacturing industry

Machine Learning Researcher

in manufacturing industry / for data science

Programming Language
  • Python (Expert):

    data science, machine learning and deep learning, mathematics and statistics

  • Java (upper-intermediate):

    teaching of data structures and algorithm

  • C (intermediate):

    operating system, competitive programming

  • C++ (pre-intermediate):

    competitive programming

  • MATLAB (pre-intermediate):

    zmathematics, machine learning, signal processing

  • JavaScript (pre-intermediate):

    artificial intelligence, web application

  • SQL (pre-intermediate):

    data management, web application

  • R (beginner):

    statistical analysis, machine learning

  • Haskel (beginner):

    functional programming teaching

  • Programming Language Theory:

    Make me can learn any programming language faster

Softwares
  • Machine Learning

    Scikit learn

  • Deep Learning

    Pytorch, TensorFlow and Keras, Apache Mxnet, Pytorch Lightning

  • Graph Neural Network

    Pytorch Geometric

  • Natural Language Processing

    SpaCy, LangChain

  • Container environment

    Docker

  • Web Application Development

    Google Apps Script, Python Django

  • Data Analytics

    Pandas, Apache Hadoop, Power BI, Excel ElasticSearch

  • Database Management

    MySQL, MS Access

  • Low-code/No-code framework

    Orange (machine learning), Scratch (programming for kids)

  • Optimization

    Pyomo

  • Development

    Vscode, Linux

WHAT I CAN DO

Get in Touch

The best way to contact me is Email:

yamchote_p@outlook.com

Telephone:

+66870492475 (unavailable until 31 August)
Contact