Computer Engineering Student

Aitsaraphon
Nillpradub

Computer Engineering student at Kasetsart University with hands-on experience in Machine Learning, NLP, and Backend Development. Seeking an internship to apply deep learning and software engineering skills.

Chon Buri, Thailandaaaisanillpradub@gmail.comgithub.com/Aisaraphorn18
Explore My Work

About Me

Who I Am

I am a Computer Engineering student at Kasetsart University (Sriracha) with a strong passion for building intelligent systems. My journey spans from fine-tuning transformer models for Thai NLP to creating full-stack applications with modern tools.

Machine Learning & NLP

Hands-on experience with transformer fine-tuning (mT5, WangchanBERTa) and Thai language processing.

Embedded Systems

Built end-to-end NFC-based embedded systems with real-time scanning and transaction management.

Backend Development

Developed RESTful API backends with Node.js, Express, JWT authentication, and role-based access control.

Education

Academic Background

Kasetsart University

Sriracha Campus, Chonburi

Bachelor of Engineering in Computer Engineering and Informatics

Expected April 2026

Related Coursework
Data Structures & AlgorithmsDatabase SystemsWeb TechnologyData ScienceProbability & Statistics
GPA3.32
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Technical Skills

What I Work With

Languages

PythonSQLC++JavaScript

Libraries & Frameworks

PyTorchHugging Face TransformersScikit-learnPandasNumPyExpress.js

Tools & Platforms

GitPostgreSQLSupabaseGoogle ColabJupyter Notebook

Areas of Expertise

NLP & Thai Language ProcessingTransformer Fine-tuningMulti-Task LearningREST API DesignData Preprocessing

Academic Projects

What I've Built

Thai Compound ABSA

Aspect-Based Sentiment Analysis

PythonPyTorchHugging Face Transformers
  • Architected and benchmarked two NLP paradigms for Compound ABSA on Thai reviews: Generative Seq2Seq (mT5) and Span-based Extractive (WangchanBERTa).
  • Fine-tuned WangchanBERTa under a Multi-Task Learning framework with a shared encoder and 3 classification heads.

Sports Booking SaaS

Full-Stack API Platform

Node.jsExpressSupabaseBunJWT
  • Developed a RESTful API backend for a sports facility booking platform using Node.js, Express, and Bun runtime.
  • Designed a relational database schema with Supabase (PostgreSQL) for users, stadiums, courts, and bookings.

TollWay NFC System

Embedded Management System

PythonSQLiteTkinterNFC (ACR122U)FTPSMTP
  • Developed an end-to-end NFC toll management system with real-time card scanning via ACR122U.
  • Architected a thread-safe GUI with background threads and message queues for asynchronous tasks.

KibbiShop

Mobile Shopping App

React NativeExpoReduxFirebase
  • Built a cross-platform mobile e-commerce application with product browsing, category filtering, and search.
  • Architected global state management using Redux Toolkit with 4 independent slices.

Get In Touch

Let's Connect

I'm currently seeking internship opportunities where I can apply my skills in deep learning and software engineering. Feel free to reach out!

aaaisanillpradub@gmail.com093-9735801github.com/Aisaraphorn18Sriracha, Chon Buri 20230