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Production AI systems shipped end-to-end — across healthcare research, multilingual language platforms, and enterprise modernization.
2026 · AI research & engineering
Expert system reading whole-body bone scintigraphy to classify disease.
A PyTorch expert system that reads paired anterior + posterior whole-body bone scans and classifies normal, metastatic, and degenerative disease. Trained on a Pakistani patient cohort with TRIPOD-AI 2024 reporting and Grad-CAM + cross-view attention explainability. PhD research (USTB), targeting EJNMMI.
2026 · Computer vision · Demo
Dual-model AI studio for realistic hair color simulation with enhanced edge blending.
An AI-powered hair color simulation tool combining PSPNet (enhanced edge blending) and a 19-class parsing model for superior mask quality. Built on Gradio with live preview, adjustable color intensity, natural lighting preservation, and fine-grained edge blending controls. Hosted as a public demo on Hugging Face Spaces.
Try the live demo →2025 · ML research & validation
Clinical ML predicting myopia progression from corneal topography.
A clinically-validated ML model predicting myopia progression from corneal topography data. Best model (LightGBM) reached AUC-ROC 0.9996 with SHAP explainability and bootstrap confidence intervals. MPhil Ophthalmology research, defence-grade methodology.
2025 · Architecture & engineering
Multi-agent and RAG systems shipped end-to-end for real workloads.
Production chatbot and multi-agent systems built on LangGraph — retrieval-augmented generation, tool-using agents, and multilingual NLP across Urdu, Arabic, and English. Delivered with evaluation harnesses and the operational tooling that keeps AI honest in production.