Research Lab

Experimental projects with detail pages, plus smaller learning notes.

Lab Projects are technical experiments with architecture and visuals. Research & Workshop Notes are lightweight artifacts that do not need a full project page.

Lab Projects

Research and experimental builds with enough substance for a full Details page.

AI & Computer VisionExperimental

PathOS / Prostate Lesion Detection

Whole-slide-image pipeline for ISUP grade prediction with tissue segmentation, patch registries, foundation-model embeddings, artifact gating, MIL aggregation, cribriform analysis, heatmaps, and tracking.

Python 3.12PyTorchCUDAOpenSlide+11
2025-2026Research and ML engineering work on a prostate lesion detection pipeline. Repository links stay private while the portfolio presents architecture, model results, and experiment artifacts.
Details
LLM & Agentic SystemsExperimental

Agno Agentic Programming Demos

Agentic programming lab with runnable examples for Agno agents, Gemini tools, Pydantic output, LanceDB RAG, and SQLite session memory.

PythonAgnoGoogle GeminiPydantic+7
2025Personal training repository for Agentic Programming Fundamentals, built to practice Agno agents, Gemini models, tool calls, structured output, RAG, and persistent memory.
DetailsGitHub
AI & Computer VisionExperimental

Pneumonia Detection Lab

Educational chest X-ray lab comparing feature-engineered logistic regression and CNN models for Normal vs Pneumonia prediction.

PythonJupyter NotebookTensorFlow/Kerasscikit-learn+9
2024-2025Academic team contributor with Chawki Belhadid, presenting the public repository as educational medical-imaging work rather than a diagnostic product.
DetailsGitHub
AI & Computer VisionExperimental

Automated Coin Counting

Classical computer vision GUI that segments coin images, validates circular regions, groups coin sizes, and reports detected-vs-actual count accuracy.

PythonTkinterPillowNumPy+6
2024-2025Academic computer vision lab with Chawki Belhadid, focused on classical image processing, count validation, and a Tkinter desktop interface.
DetailsGitHub

Research & Workshop Notes

Smaller learning, teaching, and workshop artifacts kept separate from project cards.

Workshop2024

AI Bootcamp

AI workshop and learning material for teaching and community sessions.

AI EducationPythonCommunity

Needs confirmation before broader public claims.

GitHub