Machine Learning Engineer · building LLM & MLOps infrastructure
I'm a Full-Stack AI Engineer. I take AI systems all the way from idea to production — the GPU box, the model, the API, and the dashboards that prove it works. My open-source tools have crossed 17K+ downloads, and I'd rather ship something people run than talk about it.
- 🧠 LLMs & agents in production — on-prem RAG and agentic systems on vLLM, with tool-calling, memory, and strict validation
- 👁️ Real-time computer vision — detection, tracking & pose pipelines over WebSockets / WebRTC, deployed to the edge on NVIDIA Jetson
- ⚙️ Infrastructure that holds up — Docker Swarm, Kafka / GStreamer streaming, Prometheus / Grafana observability
- 🗄️ Data that fits the problem — PostgreSQL, MongoDB, and vector stores (Qdrant / Milvus)
- 🛠️ Open source by default — exporters, interpretability tools, and CLIs other engineers actually use
- ✍️ Writing at BASEL.FM · Portfolio → baselhusam.com
| Project | Description |
|---|---|
| ClickML ⭐18 · 5K+ users | No-code AutoML platform — build, train, evaluate, and deploy ML models entirely through clicks. |
| The Practice of Computing Using Python — Solved ⭐8 | Worked solutions to the 3rd edition of the book, exercise by exercise. |
| streamlit_arabic_support_wrapper ⭐7 · 8K+ downloads | A clean component for perfectly aligning Arabic text in Streamlit apps. |
| qdrant_exporter ⭐6 · 3K+ downloads | Prometheus exporter for self-hosted Qdrant — 34 per-collection, shard & cluster metrics the native /metrics endpoint doesn't expose. |
| Face-Blurring ⭐3 | Blur faces in images while keeping the rest untouched, using Haar Cascade and YOLOv8. |
| damj ⭐2 · 9K+ downloads | Python package for structured prompt engineering and project-context aggregation. |
| open-webui-exporter ⭐1 · 1K+ downloads | Prometheus exporter for Open WebUI — polls the REST API (no DB access) and reconstructs per-model cost. |
Languages
Generative AI & LLMs
Deep Learning & Computer Vision
Backend & Real-Time Streaming
MLOps, Infra & Edge
Data & Vector Stores
