Stood up K3s/K3D clusters with Argo CD GitOps and GitLab CI/CD to practice production-style Kubernetes delivery workflows.
"}},{"node":{"frontmatter":{"date":"2024-03-01","title":"matrix","tech":["Python","CUDA","Linear Algebra","NumPy","High-Performance","AI"],"github":"https://github.com/oelbourki/matrix","external":"","ios":null,"android":null,"company":null},"html":"Built a Python/CUDA linear-algebra library for high-throughput vector and matrix ops aimed at AI and numerical workloads.
"}},{"node":{"frontmatter":{"date":"2024-01-01","title":"Ads-LLM","tech":["LLM","Llava","Supabase","Keybert","Vertex AI"],"github":"https://github.com/oelbourki/ads-llm","external":"https://ads-llm.com","ios":null,"android":null,"company":null},"html":"Matched articles to ads with KeyBERT + a custom LLaVA model on Vertex AI, enforcing disallowed-keyword rules and storing descriptors in Supabase.
"}},{"node":{"frontmatter":{"date":"2024-01-01","title":"Automated Newsletter Generator","tech":["LLM","AI Agents","CrewAI","LangChain","Streamlit"],"github":"https://github.com/oelbourki/Automated-Newsletter-Generator-with-CrewAI-and-Exa","external":"https://github.com/oelbourki/Automated-Newsletter-Generator-with-CrewAI-and-Exa","ios":null,"android":null,"company":null},"html":"Orchestrated CrewAI research agents with Exa retrieval and LangChain summarization, then exposed the pipeline through a Streamlit UI for automated newsletters.
"}},{"node":{"frontmatter":{"date":"2024-01-01","title":"ft_kalman","tech":["C++","Extended Kalman Filter","Multi-Sensor Fusion","UDP","SFML","3D Visualization"],"github":"https://github.com/oelbourki/ft_kalman","external":"","ios":null,"android":null,"company":null},"html":"Real-time 3D trajectory estimation using an Extended Kalman Filter with multi-sensor fusion, UDP input, and SFML visualization.
"}},{"node":{"frontmatter":{"date":"2024-01-01","title":"Kidney Disease Classification MLOps","tech":["Mlflow","UI","DVC","AWS","Mlops"],"github":"https://github.com/oelbourki/End-to-End-Kidney-Disease-Classification-System-MLops","external":"https://github.com/oelbourki/End-to-End-Kidney-Disease-Classification-System-MLops","ios":null,"android":null,"company":null},"html":"Shipped an end-to-end kidney disease classifier with DVC, MLflow tracking, Docker packaging, and AWS CI/CD for reproducible training and deployment.
"}},{"node":{"frontmatter":{"date":"2024-01-01","title":"Sadeeq Al-Siha Medical Chatbot","tech":["Meditron 7B","RAG","Qdrant","PubMedBERT","Chainlit","Ollama"],"github":"https://github.com/oelbourki/Sadeeq-Al-Siha-Medical-Chatbot","external":"","ios":null,"android":null,"company":null},"html":"Built a medical RAG stack (Meditron 7B, Qdrant, PubMedBERT) that grounds clinical answers in literature and serves them through a Chainlit UI on Ollama.
"}},{"node":{"frontmatter":{"date":"2023-06-01","title":"Expert System","tech":["Python","Backward Chaining","Logic","Three-Valued Logic","Reasoning"],"github":"https://github.com/oelbourki/expert-system","external":"","ios":null,"android":null,"company":null},"html":"Python expert system with backward chaining, supporting complex logical expressions, three-valued logic, and detailed reasoning traces.
"}},{"node":{"frontmatter":{"date":"2023-01-01","title":"Gomoku","tech":["Python","Minimax","Alpha-Beta Pruning","Pygame","CLI","Game AI"],"github":"https://github.com/oelbourki/gomoku","external":"","ios":null,"android":null,"company":null},"html":"Gomoku (Five in a Row) with AI opponent using Minimax and alpha-beta pruning, featuring Pygame GUI and CLI interfaces.
"}},{"node":{"frontmatter":{"date":"2021-05-18","title":"Brain MRI Segmentation","tech":["CNN","MRI","Segmentation","IOU","Dice Coefficient"],"github":"https://github.com/oelbourki/brain-mri-segmentation","external":"https://brain-mri-segmentation.com","ios":"fff","android":"fff","company":"1337"},"html":"Trained a U-Net for brain MRI segmentation (~0.99 IoU, ~0.80 Dice) with augmentation and normalization for stable medical imaging performance.
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