🥂 Welcome, I am Tay Jeung Hong

Undergraduate @ SIT-UoG Computing Science • DELL Cloud Native Award Winner

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Tay Jeung Hong

Full-stack Developer

I'm Tay Jeung Hong, a penultimate undergraduate at SIT-UoG Computing Science. I am a passionate, disciplined, and self-driven individual interested in Machine Learning / Artificial Intelligence. I am proficient in Software Engineering and I dabble in LLMs, Diffusion Models, and other AI/ML projects during my free time. I love building things and especially what I do. While incrementally working towards being the best day-by-day, I provide skillsets such as Software Engineering and LLM implementation optimization.

In my previous projects, I have implemented Contextual Retrieval Augmented Generation (RAG), Re-rankers, Vector Databases, Prompt Templating, Prompt Optimization, Agents, and Locally imported LLMs for Mobile Devices with optimization.

Skillset

ML and Data Engineering

Python TensorFlow SQL Flask PyTorch PostGresQLQdrant Keras

Software Development

React Java C# C JavaScript TypeScript MySQL MongoDB Flutter Android Studio

System Design

Docker Kubernetes Kafka tRPC FreeRTOS

Projects

Tutorly In Progress

Nov 2024

Tutorly is a tablet application that uses LLMs to provide a more personalised and efficient learning experience for students. It offers a wide range of subjects and topics and incorporates learning techniques that are tailored to the individual student.

SwiftPostGresQLLLMVector DatabaseSemantic SearchLLM OptimisationRe-rankersRetrieval Augmented Generation

Locally Integrated LLM for Mobile Devices In Progress

Sep 2024

A mobile application for healthcare that uses locally integrated LLMs to run and optimise models on-device, providing a more private and efficient experience for users.

Llama-3.2-1BFlutterPostGresQLAndroid StudiosSemantic SearchRetrieval Augmented GenerationVector DatabaseLLM OptimisationOn-device LLM

SOFI In Progress

Jun 2024

SOFI is a LLM research assistant chrome extension that leverages on using trusted articles and research papers to find the most relevant and accurate information for users. Ensuring the highest quality and integrity of information provided.

ReactNext.jsQDrantRe-rankersVector DatabaseSemantic SearchRetrieval Augmented Generation

GlyphOps Inactive

Dec 2022

GlyphOps is a web application building company that provides full-customizable web-apps for businesses. Services include web development, SEO, and analytics, offering full control over their personal product, unlike web building platforms/Content Management System.

ReactNext.jsMySQLREST APITailwind CSSSEOData AnalyticsPayment Gateway

Tic Tac Toe Inactive

Nov 2023

This is group project for a simple Tic Tac Toe game written in C using the SDL2 library. The game features a graphical user interface, PvP mode, and a computer opponent with varying difficulty levels.

C ProgrammingSDL2Minimax AlgorithmNaive BayesNetworkingData Structures & Algorithms

OpenAI x Govtech Launch Hackathon

Top 10% (25/250 teams) in the first ever OpenAI x Govtech Launch Hackathon. A 4 hour hackathon focusing on using and implementing Gen-AI solutions for a custom problem set of our choice

OpenAI x Govtech Launch Hackathon

DELL Cloud Native Award Winner

Awarded for the best cloud native project in SIT for 2024. The competition focuses on innovation, efficient system design and cloud native technologies.

DELL Cloud Native Award Winner

Edusave Good Progress Award 2020

Awarded to the top 10% of students in the cohort for showing significant improvement in academic performance.

Edusave Good Progress Award 2020

AWS Build-On 2k19 Finalist

Attained Finalist Spot in the AWS Build-On 2k19 Hackathon. Event partnered with AWS, Govtech and many more partners.

AWS Build-On 2k19 Finalist

Shopee 'I am the best coder' Challenge 2019

Attained top 35 in the Shopee 'I am the best coder' Challenge 2019. This was a Machine Learning compeition focusing on Predictive Analytics by using historical data to predict future data.

Shopee 'I am the best coder' Challenge 2019
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