Hi, I am
Harith
A student at Faculty of ICT, Mahidol University
who passionate computer science enthusiast eager to apply and grow skills in machine learning and web development.
Resume
A student at Faculty of ICT, Mahidol University
who passionate computer science enthusiast eager to apply and grow skills in machine learning and web development.
Faculty of ICT, Mahidol University
(4th year student)
I tackle coding challenges with analytical thinking, ensuring clear, structured solutions for efficient results
Developing online menu list for bar with me teammate.
Developing Golang order management system and deploy with K8s.
As interested in Backend Developer, I specialized with GO language, Node.js, C#, and Python
This study introduces a hybrid method for stock price prediction using key financial data and advanced models like ANN, GRU, and Transformers. Evaluating seven stocks across sectors, it improves accuracy and interpretability by combining technical, market, and sentiment factors, while large language models explain predictions in clear, actionable narratives.
Python, Time Series, LSTM, ANN, GRU , Transformers, Stock Price Prediction, Financial Data, Sentiment Analysis, Large Language Models
Gained hands-on research experience on AI-powered student churn analysis, applying open datasets to develop a multi-agent and deep learning model that predicts student dropout with interpretable reasoning, enabling educational institutions to design early-stage retention strategies with high accuracy.
Researching, Python, Machine Learning, Deep Learning, Multi-Agent Systems, Student Churn Prediction, Interpretable Reasoning
Participated in the poster presentation session as part of a research internship at Macquarie University, Sydney, showcasing research outcomes and key findings to academic staff, researchers, and peers.
Presentation, Sharing Knowledge, Researching
Assisted in sharing knowledge on AI automation using the n8n platform, covering a wide range of applications to enhance productivity and streamline daily workflows.
Ai Automation, N8N, No-code
Conducted research on time-series forecasting for financial markets by developing an LLM-integrated TimeLLM framework that combines dynamic feature selection, SentenceTransformer embeddings, and multi-head attention to predict stock trends. Designed a Tree-of-Thought decision layer that incorporates news sentiment collected by AI agents from diverse online sources, and rigorously evaluated the model’s performance using MSE and MAE on real-world datasets.
Python, Time Series, Bi-LSTM, Transformers, Stock Price Prediction, Financial Data, Sentiment Analysis, Large Language Models, Multi-Agent Systems, Tree-of-Thought
Guided teams during the Smart Hospital & Healthcare Service Hackathon 2025 by providing strategic advice and technical support in developing AI-based healthcare solutions aligned with real-world medical needs.
Hackathon, Mentoring, AI in Healthcare, Teamworking
Collaborated with a team from Khon Kaen University, CMKL University, and Prince of Songkla University on a carbon capture project focused on reducing emissions from an electrical generator. Implemented amine and silica gel to capture carbon through heat utilization, followed by purification via PSA technology. Leveraged AI to optimize the ideal percentage of amine and silica gel, aligning with SDGs 1, 12, and 13.
Teamworking, Carbon Capture and Storage, PSA Technology, AI Optimization
Developed an order management system using Go and PostgreSQL with clean architecture. Enhanced observability for optimization. Deployed the application to Kubernetes for efficient container orchestration and scalability.
GO, PostgreSQL, Docker, Kubernetes, Grafana
A machine learning recommendation system by using the collaborative filtering method for library to predict which of the books that customer will choose.
Python
Taught 'Forge Your Digital Path: Mastering Git & GitHub.' Guided participants through version control, collaborative coding, and project management.
Github, Git
Back-end developer at Dev Club to leverage expertise in dotnet 7 and Microsoft SQL to contribute effectively to project development and team success.
Dotnet, C#, SQL
As this webprogramming project is a part of Web Programming course, I collabored with 4 other students to develop a menu management system. As this project we decied to using REACT.JS as our frontend and Express libary as our backend. And I response as a Full-Stack Developer.
Javascript, React, MySQL, Express
This Star Wars character search engine simplifies finding character information for fans, creators, and newcomers by integrating diverse data sources. Using Elastic, BM25, and deep learning models, it delivers accurate, user-friendly results to meet various informational needs.
Python, HTML, Tailwind, Elastic, BM25, Deep Learning
Back-End developer. Developed the register and carbon creadit trading API by using FastAPI python library
FastAPI, SQLite, Python
I also being a lab assistance for subject Foundamential of Programming(C language) in Academic year 2023,2024, subject Object Oriented Programming(JAVA) in Academic year 2023. And many of Python, Basic Machine Learning and Data Science.
C, Java, Prompt Engineering, Python, Machine Learning, Data Science
HTML
CSS
React
Javascript
Java
Python
Golang
Git
Github
MySQL
PostgreSQL
MSSQL
SQLite
Docker
Kubernetes
Postman
(+66)89-665-3890
sorn.hariths@gmail.com
Send me a message