Peerachai Banyongrakkul

Associate Consultant

Bangkok, Bangkok City, Thailand6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • PhD candidate specializing in Software Engineering.
  • Expertise in AI and Machine Learning applications.
  • Passionate about teaching and mentoring future tech professionals.
Stackforce AI infers this person is a Software Engineering specialist with a focus on AI and IoT technologies.

Contact

Skills

Core Skills

Research SkillsDeep LearningPython (programming Language)Internet Of Things (iot)Artificial Intelligence (ai)

Other Skills

Data PreprocessingAlgorithmsRaspberry PiAmazon Web Services (AWS)AWSIBM PowerAI VisionTeamworkArduinoMySQLNatural Language Processing (NLP)Machine LearningStatisticsData ScienceDatabasesSQL

About

I am a dedicated PhD student at the University of Melbourne, specializing in Software Engineering. With a robust academic background in statistics and data science from Chulalongkorn University and a Bachelor's degree in ICT, majoring Computer Science from Mahidol University, I have developed a deep expertise in data science, Machine Learning, and software development. Over the past seven years, I have developed strong programming skills in Python, Java, and SQL, along with expertise in database management, Natural Language Processing, and Machine Learning. My internships at Liverpool John Moores University and IBM Thailand, combined with research assistant roles and competitions, have refined my technical and soft skills. My research interest lies in Artificial Intelligence for Software Engineering (AI4SE), where I merge AI techniques with NLP to craft predictive models tailored for open-source software projects. Moreover, I have recently broadened my research scope to encompass Software Engineering for AI-based systems (SE4AI). This expansion is motivated by the rapid proliferation of AI-based systems in our society, driven by continual advancements in LLMs. Ultimately, I have discovered a deep passion for academia. Guiding and inspiring the next generation of tech professionals is where I see my true calling. I am excited to pivot my career aspirations towards becoming an instructor or lecturer, where I can foster a dynamic learning environment and empower students with the skills to thrive in the data-driven world.

Experience

6 mos
Total Experience
6 mos
Average Tenure
--
Current Experience

Chulalongkorn business school (cbs)

Teacher Assistant - 2603386 Data Structure

Jan 2023May 2023 · 4 mos · Pathum Wan, Bangkok City, Thailand · Hybrid

  • Provide timely and proper feedback to students for Python coding assignments.
  • Grade 90+ assignments per week
  • Assist in grading exams
AlgorithmsPython (Programming Language)

Faculty of information and communication technology (ict), mahidol university

Research Assistant

Sep 2022Feb 2024 · 1 yr 5 mos · Nakhon Pathom, Thailand · Remote

  • Engaged in the research project titled “Development of Deep Learning-Based Models for Learning Vector Representation of Iterative Software Development”.
  • Supported by The Research Grant for New Scholar (RGNS), Office of the Permanent Secretary (OPS), Ministry of Higher Education, Science, Research and Innovation, Thailand.
  • Gathered and preprocessed data from open-source software projects.
  • Conducted experiments by developing and evaluating predictive models.
  • Contributed as the second author and collaborated on various sections of the research paper.
Research SkillsDeep Learning

Kasetsart university

Research Assistant

Aug 2020Feb 2021 · 6 mos · Chatuchak, Bangkok City, Thailand · Hybrid

  • Implemented clustered Raspberry-Pi-based IoT cloud system for illegal logging detection through sound processing
  • Interacted with Amazon Web Services, AWS (EC2, S3, RDS, IoT Core)
Raspberry PiAmazon Web Services (AWS)Internet of Things (IoT)

Ibm

AI Intern

Jun 2019Aug 2019 · 2 mos · Bangkok Metropolitan Area, Thailand · On-site

  • - Developed AI real-world use cases for visual computing along with IBM PowerAI Vision.
IBM PowerAI VisionDeep LearningArtificial Intelligence (AI)

Liverpool john moores university

Internet of Things Intern

Jun 2018Aug 2018 · 2 mos · Liverpool, United Kingdom · On-site

  • Developed IoT system with Arduino to measure and monitor the level of water under the ground for further benefits.
  • Did experiment of communication between LoRa radio devices (LoRa32u4).
  • Created the program and tested the system to store data from IoT sensor to MySQL using Arduino IDE and Processing IDE.
  • Supervisor: Dr.David Jordan
Internet of Things (IoT)Teamwork

Education

University of Melbourne

Doctor of Philosophy - PhD — Engineering and IT

Apr 2024Present

Chulalongkorn University

Master of Science - MS — Statistics and Data Science

Jul 2021Jul 2023

Mahidol University

Bachelor of Science (B.Sc.) — ICT (Computer Science)

Nov 2016Jun 2020

Matthayom Watnairong English Program School

High School Diploma — English and Maths

Jan 2010Jan 2015

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