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mbabar1100/README.md

Muhammad Babar

PhD Student in Computer Science & Information Systems at Univeristy of Colorado Denver

Artificial Intelligence, Machine Learning & Health Data Researcher

👋 Hi, I’m Muhammad Babar
👀 I’m interested in AI, Machine Learning, and their applications in healthcare.
🌱 I’m currently learning more about advanced AI techniques and health informatics.
💞️ I’m looking to collaborate on healthcare-related AI projects, especially in disease prediction and management systems.

📫 Lets Connect

😄 Pronouns: He/Him
Fun fact: I enjoy brewing specialty coffee, cooking, cycling, and developing AI tutorials for kids.


PROFESSIONAL SUMMARY

Seasoned AI/ML professional with 10+ years of experience developing data-driven healthcare solutions. Specializes in machine learning (TensorFlow, PyTorch) and health informatics. Led the deployment of AI-powered diagnostic tools and predictive analytics platforms. Passionate about leveraging cutting-edge AI to transform healthcare delivery.

KEY COMPETENCIES

  • AI & Machine Learning: TensorFlow, PyTorch, Deep Learning, NLP
  • Data Science: Big Data, Data Mining, Predictive Analytics
  • Health Informatics: EHR Systems, Healthcare IT, Health Systems

EDUCATION

INTERNATIONAL SUMMER SCHOOLS & GRADUATE CERTIFICATES

PUBLICATIONS

  • M. Babar (2025): “A Machine Learning-Based Detection of Tuberculosis Co-Infection in HIV Patients” - ScienceDirect ELSEVIER Journal
  • M. Babar (2012): “Early Diabetes Prediction Using Ensemble Machine Learning” - Final Year Research Project

INTERNATIONAL CONFERENCES / PRESENTATIONS AS KEYNOTE SPEAKER

SELECTED KEY PROJECTS

  • HIV/AIDS Prevention Management Information System - Common Management Unit, Govt. of Pakistan
  • HIV/AIDS Health Information System - National AIDS Control Programme, Govt. of Pakistan
  • DHIS2 Module for HIV, TB and Malaria Control Program - Govt. of Pakistan
  • Resource Allocation Techniques in Cloud Computing - NUST, Pakistan
  • A Machine Learning System for Retaining Patients in HIV Care - NUST, Pakistan

PROFESSIONAL EXPERIENCE

Management Information Systems Officer

Ministry of Health, Government of Pakistan | July 2017 - Present
Leading health systems development and deployment. Supervising data-driven healthcare decisions through user-friendly dashboards and reports. Researching in biomedical informatics and developing cutting-edge technologies to address complex health data challenges.

Technical Assistant Information Technology

Pakistan Science Foundation, Ministry of Science and Technology, Government of Pakistan | April 2017 - June 2017
Digitized program data and student information for streamlined management. Assisted in the design and maintenance of networks and databases. Managed databases and provided IT support to the team.

Information Technology Administrator

Cabinet Division, Government of Pakistan | February 2016 - March 2017
Administered the e-Office suite and streamlined document workflows. Provided support and training to staff for optimized productivity and maintained e-office configurations to align with organizational needs.

Visiting Lecturer (Computer Science)

Alhamd Islamic University | June 2014 - January 2016
Taught Information Systems, Database Management Systems, and Network Fundamentals. Designed lessons and assignments, and evaluated student progress.

IT and Network Administrator

Techno Digg Pvt. Ltd., UAE | October 2012 - May 2014
Managed healthcare network infrastructure, ensuring reliable access to Electronic Health Records (EHR) and telemedicine systems. Ensured network security and HIPAA compliance.

CORE PROGRAMMING SKILLS

  • AI/ML & Data Science: TensorFlow, PyTorch, Scikit-learn, Spark, Pandas, NumPy, MLflow, Docker
  • Cloud & Deployment: AWS SageMaker, Azure ML, Kubernetes, FastAPI
  • Programming & Databases: Python, R, SQL, C++, MySQL, PostgreSQL, MongoDB
  • Health IT & Visualization: DHIS2, Power BI, Tableau, EHR Systems (Epic), LaTeX
  • Tools & Collaboration: Git, Jupyter, Overleaf

PROFESSIONAL CERTIFICATIONS/LICENSES

  • Ethics and Governance of AI for Health - World Health Organization | 2024
  • HIV Science and Community: Progress and Challenges - International AIDS Society | 2024
  • Global Health, Climate Change, and Technology - TechChange Inc. | 2024
  • Demystifying System Maintenance in DHIS2 - BAO Systems Inc. | 2024
  • Power BI Data Analyst Associate - Microsoft | 2023
  • IBM Data Science Professional - IBM Inc. | 2023
  • Data Analyst - Data Camp, Inc. | 2022
  • Google Data Analytics Professional - Coursera Inc. | 2022
  • Health Information System (HIS) - World Health Organization | 2018
  • DHIS2 Tracker Level 2 Course - HISP Sri Lanka | 2018
  • Junior Network Certified Internet Associate - Juniper Networks | 2010

COUNTRIES VISITED

  • Saudi Arabia - September 2024
  • England (Oxford, Cambridge, London) - July - September 2024
  • United States of America (Washington DC, New York, New Jersey, Virginia, California) - February 2024
  • Czech Republic, Austria - July 2023
  • United Arab Emirates (UAE), Dubai - July 2024
  • Norway, Sweden, Denmark, Germany, Netherlands, Belgium, France - June 2022
  • Sri Lanka - October 2018

HOBBIES & INTERESTS

  • Enjoying off time with family, Specialty Coffee Brewing, Cooking, Cycling, Gaming, Hiking.
  • Volunteer at community gym, helping peers to make workout plans.
  • Developing AI tutorial for early year school kids.
  • Experimenting with sensor-based plant/gardening monitoring systems.

GitHub Stats

  • Repositories: 12
  • Projects: 5
  • Stars: 4
  • Followers: 3
  • Following: 14

© 2025 Muhammad Babar | AI for Healthcare

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  1. AIAndMLforTBPresumptiveDetection AIAndMLforTBPresumptiveDetection Public

    Leveraging AI for Early Identification of Presumptive TB Cases from Rural Patient Records

    Jupyter Notebook

  2. AIDrivenCovidTrendsPakistan AIDrivenCovidTrendsPakistan Public

    This project uses AI and data visualization to analyze COVID-19 data from Pakistan, focusing on cases, deaths, and tests. Machine learning identifies trends in deaths, peak pandemic patterns, and p…

    Jupyter Notebook

  3. BreastCancerDetectionUsingRandomForest BreastCancerDetectionUsingRandomForest Public

    This project builds a predictive model for breast cancer detection using Random Forest. It includes Exploratory Data Analysis (EDA) to explore patterns, class distribution, correlations, outliers, …

    Jupyter Notebook

  4. DiabetesPredictionUsingMachineLearning DiabetesPredictionUsingMachineLearning Public

    This project performs exploratory data analysis (EDA) and applies machine learning (ML) to predict diabetes using health metrics like age, BMI, HbA1c, and smoking history. Logistic Regression, Rand…

  5. Machine_Learning_Based_Prediction_of_Heart_Disease Machine_Learning_Based_Prediction_of_Heart_Disease Public

    This project explores heart disease, the leading global cause of death, using a dataset to understand key features through exploratory data analysis (EDA) and predictive modeling. It applies classi…

    Jupyter Notebook

  6. AIandMLforDiseaseDetection AIandMLforDiseaseDetection Public

    Artificial Intelligence and Machine Learning Models for Early Detection of Chronic Diseases

    Jupyter Notebook