A picture of myself.

Muhammed Shelleh

I’m a dedicated PhD student in Computer Science at University of Illinois at Chicago. I work on verification and semantics of programming languages, under the excellent direction of Dr. William Mansky. My academic journey from the University of Central Florida to the University of Illinois at Chicago has been driven by a passion for leveraging technology to enhance healthcare systems. More information on my research and work can be seen below, and I am open to any questions or inquiries! Please see my resume and social profiles below!

muhammedshelleh@gmail.com

60606 [Chicago, IL]

Resume

My research

Analyzing the Data Completeness of Patients’ Records Using a Random Variable Approach to Predict the Incompleteness of Electronic Health Records

Applied Sciences
2022-10-24 | Journal article
DOI: 10.3390/app122110746
CONTRIBUTORS: Varadraj P. Gurupur; Paniz Abedin; Sahar Hooshmand; Muhammed Shelleh

Machine Learning Analysis for Data Incompleteness (MADI): Analyzing the Data Completeness of Patient Records Using a Random Variable Approach to Predict the Incompleteness of Electronic Health Records

Applied Sciences
2022-10-24 | Journal article
DOI: 10.3390/app122110746
CONTRIBUTORS: Varadraj P. Gurupur; Paniz Abedin; Sahar Hooshmand; Muhammed Shelleh

PC-LSTM: Ontology-based Long Short-Term Memory State Model for Data Incompleteness Prediction

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022-07-11 | Conference paper
DOI: 10.1109/embc48229.2022.9871867
CONTRIBUTORS: Muhammed Abdel Hamid Shelleh

THNN - A Neural Network Model for Telehealth Data Incompleteness Prediction

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2023-07-15 | Conference paper
DOI: TBD
CONTRIBUTORS: Muhammed Shelleh

Research Experience

Researcher under Dr. William Mansky

December 2022 - July 2023

University of Illinois at Chicago · Researcher under Dr. William Mansky

Chicago, Illinois, United States

  • Reviewed & wrote proofs for various algorithms in the C programming language using Coq, VST, & Iris.

Graduate Researcher under Dr. Roger Azevedo

February 2022 - July 2022

University of Central Florida · Graduate Researcher under Dr. Roger Azevedo

Orlando, Florida, United States

  • Developed & documented a new system & algorithm for sentiment analysis in telehealth systems, funded by the National Science Foundation under NSF Grant 2128684.

Work experience

CMC Regulatory Affairs Intern

February 2022 - July 2022

AbbVie · Intern

Waukegan, Illinois, United States

Support RA CMC’s knowledge management and regulatory intelligence efforts through one of more of the activities listed below:

  • Baselining of regulatory intelligence information across companies in the field of Cell and Gene Therapy to enable RA CMC to become internal leaders in this area.
  • Development and roll out of database for tracking CMC information;
  • Monitoring and reporting of trends on regulatory hot topics using internal and/or external regulatory intelligence tools,
  • Creating newsletters with key summaries from trend analysis reports,
  • Developing trainings aids
  • Updating new or existing Knowledge Management and Regulatory Intelligence tools and databases, including RA CMC department-wide sharepoint re-design

Deskside Services Advisor I

December 2021 - February 2022

KPMG · Full-time

Orlando, Florida, United States

  • Offered intermediate level Windows operating system troubleshooting and intermediate level network troubleshooting
  • Applied working knowledge of internal client-specific applications to troubleshoot issues.
  • Performed the troubleshooting/break-fix, configuration, distribution and implementation of PC and MAC laptops/desktops.

Graduate Research

December 2020 - January 2022

University of Central Florida · Part-time

Orlando, Florida, United States

(Note: Started working in this role for experience in May 2020, hired officially to start in January 2021)

  • Assisted in the development of statistical algorithms used to measure forms of data completeness in medical EHR data, under the supervision of Dr. Varadraj Gurupur.
  • Edited several manuscripts and prepared the final drafts for publication, allowing for review and publishing of the lab’s work.
  • Reviewed and wrote several programs in R & Python for data manipulation, graphical data presentation, data analysis, and analytical reports for different statistical models.

Graduate Teaching Assistant

September 2020 - January 2022

University of Central Florida · Part-time

Orlando, Florida, United States

  • Managed resources and live programming sessions for COP 3402 (Systems Software) to teach students topics relevant to compilers, linkers, memory hierarchy, and loaders.
  • Graded student assignments and provided feedback on their programs.

Information Technology Intern

April 2021 - July 2021

Texas Instruments · Intern

Dallas, Texas, United States

  • Developed and executed robust test plans to cover all phases of testing including unit, integration, and user acceptance testing.
  • Provided data-driven insights and recommendations using data analysis tools while communicating project status updates to project sponsors and company leadership.

IT Applications Programming Analyst

June 2020 - September 2020

Rayonier Advanced Materials · Full-time

Jacksonville, Florida, United States

  • Coordinated revisions to software and set priorities for completion, tested changes to systems, and deployed application changes to production.
  • Maintained business and “process information systems” including configuration, code management, programming, scheduled jobs, SQL & Web reports, test plans, documentation and assisted other IT personnel in support of technical issues.
  • Wrote and edited several original and existing PowerShell scripts in order to automate and reduce installation times by about 20% across company servers.

Programming Intern

August 2018 - July 2019

AZZLY, Inc. · Full-time

Jacksonville, Florida, United States

  • Developed end to end psychiatric EHR system components through JavaScript and HTML.
  • Created fully functioning records and systems for maximum accessibility for clients, playing a big role in delivering the final product.
  • Dynamically responded to client amendment and modification requests, significantly impacting overall company ticket support backlog.

Guest Services Associate

February 2018 - September 2018

University of Central Florida · Full-time

Orlando, Florida, United States

  • Fulfilled troubleshooting requests submitted to the UCF Student Union relating to different computer and printer issues.
  • Other tasks included speaking to guests and students, answering questions about UCF, and giving directions for the campus.

Skills

Language

Python, Java, C, R, SQL, LATEX, OCaml

Libraries

Numpy/Pandas, PyTorch/Tensorflow, BERT, Selenium/BeautifulSoup

Tools

Git/Terminal, JIRA, Azure/AWS, WordPress, Electron, Splunk