About
I am a Nigerian-American 2nd year PhD student from Austin, TX. Graduated from the University of Texas at Dallas in December of 2021 and began working as a software developer for PwC in Dallas, TX shortly after. In 2022 I worked with the IBM Research Tech4Justice team, in Yorktown, New York, on creating a more autonomous and systematic way for evaluating Large Language Models such as BERT and GPT3. Currently I am advised by Dr. Vladmir Braverman, with goals to utilize machine learning algorithms to solve healthcare related problems. I love traveling and eating all kinds of cuisines, and learning about new technologies.
PhD Student @ Rice University
I am actively looking for internship opportunities...
- Birthday: February 28
- Advisor: Dr. Vladimir Braverman
- Ethnicity:Nigerian-American
- City: Houston, TX
- Age: 24
- Degree: Doctor of Philosophy
- Email: ju6@rice.edu
- Internship: Available
Research interests include the application of Computer Vision in healthcare, radiomics, and digital health. Specifically, I'm looking to explore the application of generative models on medical data and bridge the gap between highly interpretable and accurate deep learning models. Also interested in image manipulation and image forensics. Hands on experience with various machine learning and generative models such as ANN, FCNN, Diffusion, and GANs.
Facts
I have a strong interest in working in the computer vision and generative space post graduation
Papers Documentos
Projects proyectos
Work Experience Experiencia laboral
Organizations organizaciones
Skills
Research and Analysis: Proficiency in conducting thorough research and analysis.
Reading and understand SOTA methods (e.g. journals, databases, repositories)
Technical Skills: Proficiency in programming languages (e.g. python, html, and linux), batch high performance computing cloud infrastructures, and CUDA enable training
Problem Solving: Ability to identify research limitations, create research questions and meaningful insights (e.g. Demonstrate critical thinking)
Attention to Details: Careful or meticulous in conducting research. Ability to pay attention to small details and organize findings
Time Management: Ability to prioritize tasks, handle multiple projects simultaneously, and meet deadlines.
Data Visualization: Ability to present research findings, especially to a non technical audience. Create visually appealing and informative slides, charts, and diagrams.
The following is a graphic showing progress in mastering each skill, 100% being I've completely mastered it
Resume
Sumary
Jason Uwaeze
PhD student and former software engineer. 2+ years of experience in computer vision, machine learning, and software development.
- 6100 Main St, Houston, TX 77005
- DH 3108
- ju6@rice.edu
Education
Doctor of Philosophy in Computer Science
2022 - Present
GEM Fellow
Rice University, Houston, TX
Focus is in machine learning and healthcare. Hands on experience with computer vision models, specifically using ML and CV to improving disease treatment outcomes. Rising interesting in generative models, like GAN's and Diffusion Models, and their role in generating synthetic medical images and data.
Bachelors of Science in Computer Science
2019 - 2021
GPA: 3.85
University of Texas at Dallas, Richardson, TX
Graduated magna cum laude in December of 2021. Completed 4 internships, 3 hackathons, and was also selected to be on the 1st All-Texas Academic Team in 2019 by the University of Texas and awarded a professional scholarship by the National Society of Black Engineers (NSBE)
Professional Experience
Graduate Researcher
2022 - Present
Rice University, Houston, TX
- Leveraged supervised and unsupervised learning techniques to predict post-contrast T1w MRI images given a set of images and segment multiple sclerosis brain lesions.
- Created a deep learning approach to future stroke prediction in patients with CF-LVAD implantation using both tabular and imaging data.
- Hands on experience with NLDR, ANN, CNN, TabNet, SMOTE, and CTGAN.
- Advisor: Dr. Vladimir Braverman, Principal Invesitgator: Dr. Alireza Ahkbardeh
AI Research Intern
2022 - 2022
IBM Research, Yorktown Heights, NY
- Developed a systematic way for evaluating Large Langue Models (LLM) for fairness and bias.
- Created Workbench where developers can run prompts that will run against a fill-mask task, fine-tune their models against a new dataset.
- Hands on experience with LLM's, transformers, huggingface api & platform
- Principal Investigator: Rogerio Abreu de Paula
Software Developer
2022 - 2022
PricewaterhouseCoopers, Dallas, TX
- Utilized Azure technologies to manipulate and move client data.
- Hands on experience with Azure technologies, Databricks platform, and creating data pipelines
Services
Besides being a researcher, I am also a graduate student ambassador and pathways mentor for graduate and postdoctoral studies office
at Rice University. I enjoy sharing my experiences with community college, undergrad, and graduate students. Especially those who
identify with underrepresented minority groups.
Please reach out if you need help with following services:
Career
Provide insight into computer science and technology related jobs. Provide personal experiences applying to graduate school and applying for tech internships.
Research
Discuss my research interests and how it relates to current trends in computer science. Suggest machine learning related papers and projects. Connect you with other researchers.
Technical
I've worked as a software developer and as a student researcher and can provide lessons on what I've learned. I can also provide tips on how to not make the same mistakes.
Sports
I am disciplined in football, running and weightlighting. I was offered to play football at Texas A&M Commerce, and can share details on high school football recruitement. Most importantly, we can discuss how to be disciplined in college.
Applications
As a GEM fellow, Toyota Research Institute (TRI) fellowship recipient, and former research intern, I can provide my experiences applying for scholarships, fellowships, and internships.
Imposter Syndrome
One of my most difficult and rewarding experiences in life, is being a minority in tech and school.
I'd love to connect if you are dealing with imposter syndrom or just trying to fit in.
Testimonials
I have met some amazing people over the years. Here are some of the things they have to say about me.
Jason’s commitment to computer science is reflected in his responsible, motivated nature and a strong work ethic, which stand at the core of his professional attributes. His continuous pursuit of peer feedback demonstrate his dedication to excellence.
Adan Mireles
Applied Physics PhD Student
Rice University
Jason has great communication skills! His excitment for his career and research is contagious,
and motivates me to be a better student. Jason is a friend that I'd like to keep, and a person
everyone should meet.
Victoria Okanlawon
Dental Student
University of Texas
When I'm around Jason, it seems like were always laughing! There is never a dull momment between us. I respect Jason because he never gives up, even when I tell him that its time to move on, Jason will say his shoes are untied.
Dereck Ezika
Financial Analyst
Abbott Laboratories
I know Jason as a smart and motivate person. From working out in the mornings to staying late on campus, I can see Jason's tenacity and eagerness to get better.
Lul Sharif
Chemistry PhD Student
Rice University
I've know Jason for 4 years and two words I'd use to describe him are honest and generous.
He would sleep on the couch to make sure I had a bed to sleep on.
Jason has helped me in more ways than I can count.
Jason is more of a brother than a friend!
Chris Edwards
Consultant
Crowe LLP
Jason is a friend of mine in the Rice CS PhD program. He is highly committed to his studies and research. Beyond his work ethic and technical skills, Jason is great at communicating with his colleagues. Outside work, he is very personable and always fun to be around with.
Tiancheng Xu
Computer Science PhD Student
Rice University
Contact
I am actively looking for internship and collaboration opportunities. Please contact me if intrested.
Location:
6100 Main St, Houston, TX 77005
Email:
ju6@rice.edu