osama zaman
i am a student of ai and ml
Ready for work
osama is ready for their next project!
Exciting News!
I am thrilled to share that my conference paper, "Lightweight Harmonic Frequency–Spatial Fusion GAN for Macular Hole Image Generation," has been published in the Disrupting for Good: AI, Entrepreneurship, & Sustainable Circular Economy - 2nd Edition conference proceedings!
Abstract: This work introduces the HMDF-GAN-Lite, an innovative, lightweight model designed to generate clinically realistic fundus and OCT images for the early detection of macular holes. With a focus on Generative Adversarial Networks (GANs) and AI-based diagnostic studies in ophthalmology, our model provides a new approach to dataset augmentation and rare case modeling in retinal imaging.
Key Achievements:
Reduced model parameters by half, improving computational efficiency.
Enhanced the ability to generate images reflecting the true pathologic manifestations of macular holes.
Highlighted the potential of AI for sustainable healthcare by leveraging low-cost, high-fidelity image synthesis.
This is just the beginning for AI in healthcare, and I’m excited to contribute to this growing field!
Stay tuned for more updates, and let’s continue the conversation about the power of AI in healthcare innovation! #AI #MachineLearning #Ophthalmology #GenerativeAdversarialNetworks #SustainableHealthcare
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I designed and developed an author website for T. J. Ray and his book No Legal Defense.
The website was created with a historical, serious, and emotionally powerful visual direction to match the subject of the book. The design uses a vintage newspaper-inspired aesthetic, muted sepia tones, bold typography, and structured sections to guide visitors through the book’s message, author background, historical context, reader reviews, and purchase call-to-action.
The goal was to create more than just a book website. It needed to feel meaningful, respectful, and story-driven while helping readers understand why this book matters today.
Key sections included:
Book introduction, About the Book, About the Author, historical timeline, reader review, and a strong final call-to-action.
A complete author website built to support book credibility, reader engagement, and online visibility.
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I recently designed and developed a modern business website for AMZ Virtual Assistant, an Amazon automation and ecommerce solutions agency.
The website was created with a clean, professional layout to highlight their services, process, success stats, customer feedback, and ecommerce automation expertise. The goal was to build trust quickly, present services clearly, and guide visitors toward taking action.
Key sections included:
Amazon Automation, Walmart Automation, Shopify Dropshipping, TikTok Shop Automation, Brand Marketing, Virtual Assistants, Account Reinstatement, and more.
This project focused on creating a strong digital presence with clear messaging, smooth section flow, service-focused visuals, and conversion-driven call-to-action buttons.
A complete website built to support brand credibility, lead generation, and business growth.
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Built and deployed a skin cancer detection AI — live today.
→ EfficientNet-B0 fine-tuned on 10,015 real dermoscopy images
→ 83.3% accuracy across 7 disease classes
→ 80ms inference via FastAPI backend
→ Live demo: https://usamazaman123.github.io/dermai/frontend
I build custom CV and AI systems for healthcare and automation.
Looking for clients who need medical imaging AI, computer vision, or ML deployment.
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K-Nearest Neighbors Classification for Cat and Dog Images
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Titanic ML Project
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BirdCLEF+ 2026 Submission
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Diabetes Prediction Challenge
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Regression of Used Car Prices
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LLM Operator Development and Optimization
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Triage Model using LightGBM
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Sales Forecasting Project
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Comparative Analysis Heart Disease Prediction
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oct-GAN Implementation
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