Jasper Tan Profile

About Me

I’m a curious and driven Master’s student at UT Austin, specializing in Machine Learning and Data Science within Electrical and Computer Engineering. Currently, I’m machine learning engineer at Synthefy working on time-series diffusion models. I’m passionate about reinforcement learning and natural language processing fields where I get to combine optimization with creative problem-solving to tackle real-world challenges.

For more information checkout my resume:

Resume

Projects

Here are some of my projects that I have worked on. Feel free to click on the images or title to learn more.

C-RECS

A novel approach to train Conversationl Recommender Systems

Graph Reinforcement Learning for Semantic Segmentation

A novel approach to Semantic segmentation for point clouds from a 3D lidar dataset and 2d cityscape dataset.

Fashion Atlas

An image re-identification application from a clothing dataset

Hindsight Experience Replay for Diffusion Models (HERD)

A novel approach to fine-tuning diffusion models using hindsight experience replays

RationaLlama

A fine-tuned a Llama 2 model to solve complex rational NLI tasks.

H-Suite

A web application for a Hardware-as-a-Service (HaaS) system.

Fin.dec

A web application designed to provide personalized financial advice and investment strategies based on your current financial situation and goals.

APL Catalog Management System

A library management system that involves various items you would find in a library such as a book or movie and allow for clients to check in and out these items.