Education
California State University, Sacramento
Bachelor of Science • Computer Science
Minors • Mathematics, Philosophy
(Fall 2016 - Spring 2021)
At Sacramento I studied computer science with related courses in machine learning and software engineering. I explored my academic intrests in philosophy, student leadership, and teaching.
San José State University
Master of Science • Artificial Intelligence
(Fall 2021 - Spring 2024)
During my masters I studied artificial intelligence with an emphasis on deep learning and data science. I am currently working on completing my thesis on information processing in diffusion processes under the supervision of Dr. Stas Tiomkin.
Skills
Programming Languages
- Java
- C
- C++
- Assembly
- HTML
- JavaScript
- CSS
- jQuery
- Python
- R
- PHP
- SQL
Frequently Used Tools
- AWS
- HPC
- Adobe XD
- Jira
- Git
- MySQL
- S3
Projects
Flower Classification
A tensorflow implementation to classify flowers.
Utilizes various ML techinques to achieve
a highly accurate and robust model.
Multi-Resolution Diffusion
for Privacy-Sensitive
Recommender Systems
SDRM allows for the generation of synthetic data
that can replace existing datasets to preserve user
privacy, or augment existing datasets to address
excessive data sparsity.
Denoising Diffusion
A minimalistic pytorch implementation of
denoising diffusion probabilistic models which
supports image and gaussian data.
(Thesis Research.)
Annotating Images
A tensorflow based ML pipeline to generate
annotations for unlabelled images.
Stock Market Chatbot
An NLP chatbot capable of retrieving live stock
information through API calls. Simply
ask what you want to know about a ticker
symbol, and the chatbot will do the rest.
Contact Me
Email me at: mello.pauljason@gmail.com
Or at: paul.mello@sjsu.edu