Research prototypes, products I've built end to end, and websites delivered for clients, across medical AI, computer vision, language models, and full-stack development.
01 · Research
Peer-reviewed studies, benchmarks, and research prototypes. Most come with code, a project page, and a paper.
0 projects
Medical AI · VLMs · MS thesis
Multimodal pipeline that generates lesion descriptions from region-of-interest guided medical images. Compares MedFlamingo, MedLLaVA, MedGemma, and Qwen2-VL across full fine-tuning, LoRA, and zero-shot on MedTrinity-25M.
2026LLMs · Benchmarking
Evaluates LLMs for sentiment analysis across many languages through a hierarchical language-family lens. Published in Frontiers in Artificial Intelligence.
2026
2025LLMs · RAG · User study
Live study interface for the EduRAG paper: students ask course questions and compare grounded answers from GPT, Gemini, LLaMA, Mistral, and DeepSeek side by side, rating the most useful one. Under review at Discover AI.
2025Medical AI · Classification
CNN classifier for pediatric pneumonia that uses GAN-generated samples to balance a small, imbalanced clinical dataset.
2025Computer Vision · XAI
Aerial-image classification for flood response with a curated multi-source dataset. MobileNet and Xception reached about 98% accuracy, with LIME explanations. Published in IEEE Access.
2025NLP · Classification
Fake-review detection on e-commerce sites using novel user-behavioural features. Published in ACM TALLIP.
2024Medical AI · Detection
YOLOv5–v8 benchmark on GRAZPEDWRI-DX with a deployed web app. YOLOv8 reached 0.95 mAP and 0.92 sensitivity on fractures. Published in Biomedical Signal Processing and Control.
2024Medical AI · Detection
Code for the YOLOv10 study on pediatric wrist fracture detection using a dual label assignment system.
Computer Vision · Accessibility
Generates captions for images and reads them aloud to help visually impaired users understand their surroundings.
Generative AI · Diffusion
Fine-tuned Stable Diffusion with LoRA to generate portraits in the style of the Kalash Valley.
NLP · Explainability
Coarse- and fine-grained hate speech classification, with LIME explanations of model predictions.
NLP · Mental health
Deep learning models for detecting signs of depression in social media text.
NLP · Sentiment
Comparative analysis of models for aspect-based sentiment analysis (ABSA).
02 · Development
Products and tools I designed and built end to end, from AI-powered apps to full-stack web platforms.
0 projects
2026Full-stack · EdTech
IMAT prep platform for students aiming at English-taught medicine in Italy: courses, full-length mock exams, chapter quizzes, a past-paper bank, a score calculator, and guides to all 16 IMAT universities.
2026Full-stack · EdTech
Study-abroad platform for English-taught medicine, dentistry, and pharmacy in Italy: eligibility checks, pathway plans, and booked consultations covering IMAT, Universitaly, visa, and enrolment.
2025–26LLMs · RAG · Platform
Course-aware student support that answers questions with retrieval-augmented generation, grounded in each course's lecture slides, notes, and textbooks. Extended and deployed on AWS at NTNU.
2025LLMs · EdTech
Exam-assessment platform that combines OCR and LLM analysis to grade answers and produce detailed feedback.
2025
2025Developer tool · Prompting
Workspace for building structured AI prompts: projects, conversation threads, and export to JSON, Markdown, or LaTeX.
2025Full-stack · Fintech
Digital banking web app with account sign-up, instant transfers, real-time notifications, and an optional Sharia-compliant transaction mode.
2025Full-stack · Dashboard
Admin dashboard and landing-page kit built on shadcn/ui, with revenue, customer, and account analytics and light and dark themes.
2025Web · Utility
Paste any link and get a downloadable QR code instantly. Codes are generated in memory and never stored.
Full-stack · Government
AI complaint-similarity service on AWS, n8n email automation for candidate queries, and the DEPD disability-services prototype backed by PostgreSQL.
Agentic AI · Finance
Multi-agent system that combines specialised agents for market analysis and investment research.
Agentic AI · Research
Research assistant that plans multi-step searches and writes structured reports from web sources.
Agentic AI · Content
Web app that turns any topic into a polished LinkedIn post with LLMs.
Medical AI · Mobile
Mobile health app that uses ChatGPT to interpret medical symbols and make healthcare information easier to understand.
Web · Utility
Lightweight browser tool to merge PDF files without uploading them anywhere.
03 · Client work
Websites designed and delivered for businesses, artists, research labs, and university events.
0 projects
2026Client · Textiles · Italy
Website for a textile sourcing firm in Biella, Italy: a catalogue of recycled and sustainable fibres, services, a live commodity-market ticker, and quote requests.
Client · Art & calligraphy
Portfolio and commissions site for hand-painted gold-leaf calligraphy, from first sketch or AI-assisted concept to finished canvas.
2024Client · Research lab
Website for the Center of Excellence for Robotics, AI & Blockchain at Sukkur IBA University.
2024Client · Robotics
Product site for the Arduino Sensor Trainer Kit developed at Sukkur IBA University.
2024Client · Event
Event website for the 1st National Case Writing Competition (CWC 2024) at Sukkur IBA University.
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