Habib Ur Rehman

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Habib Ur Rehman

Transforming complex data into actionable insights through cutting-edge AI solutions. Passionate about revolutionizing healthcare through medical imaging and advancing the frontiers of artificial intelligence.

Explore My Work

About Me

Pioneering the Future of AI-Driven Healthcare

I'm a data scientist and AI researcher dedicated to pushing the boundaries of artificial intelligence. My work focuses on solving complex problems through innovative technology solutions that make a real-world impact.

🎓 Academic Background

Bachelor of Science in Data Science/Analytics

Centre of Data Science | Registration No: 2021-GCUF-03490

Government College University Faisalabad (2021-2025)

🏆 Academic Achievements

Research Publications: 3+ papers in top-tier journals (Elsevier, SAJB, EJET)

Research Assistant: Undergraduate Research Assistant at GCUF

Dean\'s List: Consistent academic excellence throughout the program

Thesis Project: AI-Powered Medical Imaging Framework (99.5% accuracy)

📚 Core Coursework

Advanced Mathematics: Linear Algebra, Calculus, Statistics, Probability Theory

Computer Science: Data Structures, Algorithms, Database Systems, Software Engineering

Data Science: Machine Learning, Deep Learning, Data Mining, Big Data Analytics

Specialized Courses: Medical Informatics, AI Ethics, Federated Learning, Computer Vision

🏅 Certifications & Training

Professional Certifications:

• TensorFlow Developer Certificate - Google

• AWS Certified Machine Learning - Specialty

• Microsoft Azure AI Engineer Associate

• Deep Learning Specialization - Coursera (Andrew Ng)

• Advanced Data Science with Python - IBM

💼 Professional Experience

Machine Learning Engineer - SANWA SYSTEM SERVICE CO. LTD (July 2025 - Present)

  • Developing and deploying ML models for intelligent systems, with a focus on chatbot development and real-time data-driven applications
  • Handling data preprocessing, feature engineering, and model training using real-world datasets
  • Collaborating with cross-functional teams to analyze data, optimize workflows, and support strategic decision-making

Undergraduate Research Assistant - Center of Data Science, GCUF (Dec 2024 - June 2025)

  • Contributed to research in healthcare AI and multimedia forensics, building systems for disease diagnosis and deepfake detection.
  • Applied CNNs, LSTMs, Vision Transformers, Perceiver IO, and ensemble models to multi-modal datasets.
  • Handled data preprocessing, model optimization, and co-authored publications targeting top-tier AI journals.

Machine Learning Internship (Remote) - NextGen Learner (June 2024 - Oct 2024)

  • Built interactive Power BI dashboards and automated SQL reports to support data-driven decisions.
  • Developed and evaluated ML models (regression, classification, clustering) for real-world tasks.
  • Assisted in data preprocessing, feature engineering, and model deployment pipelines.

Computer Assembler & System Technician - Rex City (July 2019 - April 2021)

  • Assembled high-performance PCs and network systems with 99% hardware reliability and client satisfaction.
  • Diagnosed and resolved hardware/software issues, reducing system downtime by 35% through strategic troubleshooting.
  • Ensured optimal system performance, tailored configurations, and seamless installations for diverse customer needs.

With expertise in deep learning, medical image processing, and federated learning, I develop cutting-edge solutions for medical diagnosis, deepfake detection, and secure AI systems that contribute to early disease detection and improved clinical decision-making.

Why Choose Habib Ur Rehman

Proven Track Record

Published 3+ research papers in top-tier journals (Elsevier, SAJB, EJET) with groundbreaking achievements including 99.5% accuracy in medical AI diagnosis systems and 92.85% SOTA accuracy in deepfake detection frameworks.

Innovation-Driven Approach

Pioneering cutting-edge solutions by combining Vision Transformers, Perceiver IO, and advanced AI architectures to solve complex real-world problems in healthcare, security, and business intelligence.

Collaborative Excellence

Strong background in research collaboration and team leadership, with experience as an Undergraduate Research Assistant and proven ability to work across multidisciplinary teams to deliver impactful solutions.

Future-Ready Skills

Expertise in emerging technologies including Large Language Models, Generative AI, Federated Learning, and Blockchain integration, ensuring solutions that are not just current but future-proof.

Business Impact Focus

Beyond technical excellence, I understand business needs and deliver solutions that drive measurable results, from interactive Power BI dashboards to AI systems that improve clinical decision-making.

Continuous Learning

Committed to staying at the forefront of AI/ML advancements through continuous research, professional development, and active engagement with the latest technologies and methodologies in data science.

Featured Projects

AI Medical Imaging Framework

Hybrid ViT+Perceiver IO model achieving 99.5% accuracy across six diseases including Stroke, Alzheimer's, and Pneumonia using 30,000+ multi-modal images.

Vision Transformers Perceiver IO Medical Imaging Deep Learning
99.5% Accuracy
6 Diseases
30K+ Images
View Code

Multimodal Deepfake Detection

Novel Fourier-based framework for audio-visual deepfake detection achieving 92.85% SOTA accuracy with strong cross-dataset generalization capabilities.

Fourier Analysis Multimodal AI Computer Vision Audio Processing
92.85% SOTA Accuracy
Audio Visual
Cross Dataset
View Code

Federated Learning Security Framework

Innovative GAN-blockchain-privacy framework achieving 95%/98% accuracy/detection rates, revolutionizing federated learning security for healthcare and financial sectors with enhanced privacy preservation.

Federated Learning Blockchain GANs Privacy Tech
95% Accuracy
98% Detection
Secure Framework
View Code

Intelligent Chatbot Systems

Advanced conversational AI systems with natural language understanding, context awareness, and multi-domain knowledge integration. Deployed across healthcare, education, and customer service applications.

Natural Language Processing Conversational AI Context Awareness Multi-domain
94% Accuracy
Multi Domain
AI Powered
View Code

Advanced Data Analytics Platform

Comprehensive data analytics platform with real-time processing capabilities, interactive visualizations, and machine learning-powered insights for business intelligence and decision-making support.

Data Analytics Real-time Processing Visualization Business Intelligence
Real Time
Interactive Viz
ML Insights
View Code

Technical Expertise

My technical expertise spans across cutting-edge AI/ML technologies, advanced data science methodologies, and modern development frameworks. I specialize in building scalable, production-ready solutions that bridge the gap between research and real-world applications.

Advanced AI/ML Architectures

Vision Transformers (ViT)

Expert in implementing and fine-tuning Vision Transformers for medical imaging, achieving 99.5% accuracy in multi-disease classification tasks.

Perceiver IO

Advanced experience in hybrid architectures combining Perceiver IO with traditional CNNs for enhanced performance in complex data processing.

Generative Adversarial Networks

Proficient in GANs for data augmentation, synthetic data generation, and privacy-preserving federated learning applications.

Security & Privacy Technologies

Federated Learning

Specialized in secure federated learning frameworks with blockchain integration, achieving 95% accuracy while maintaining privacy.

Differential Privacy

Implementation of privacy-preserving mechanisms in ML pipelines, ensuring data protection without compromising model performance.

Deepfake Detection

Novel Fourier-based multimodal frameworks for audio-visual deepfake detection with 92.85% SOTA accuracy.

Data Engineering & Analytics

Big Data Processing

Expertise in handling large-scale datasets (30,000+ medical images) with efficient preprocessing and feature extraction pipelines.

Interactive Dashboards

Advanced Power BI dashboard development for business intelligence, cryptocurrency analysis, and streaming platform analytics.

Statistical Modeling

Comprehensive statistical analysis, hypothesis testing, and predictive modeling using Python, R, and advanced ML algorithms.

Development & Deployment

MLOps & Model Deployment

End-to-end ML pipeline development with Docker containerization, CI/CD integration, and cloud deployment on AWS/Azure.

Full-Stack Development

Proficient in Python, JavaScript, and modern frameworks for building scalable web applications and APIs.

Version Control & Collaboration

Advanced Git workflows, collaborative development practices, and project management for research and industry projects.

Let's Connect

Ready to Collaborate?

I'm always excited to discuss new opportunities, research collaborations, or innovative projects. Let's connect and create something extraordinary together.

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