[go: up one dir, main page]

Professional photo of Mohamed Elashri

Mohamed Elashri

ML Systems & Scientific Software

Latest news

All news
  1. Presented Efficient ML at LHCb at the Brevitas Quantization Workshop at CERN.
  2. Attended 2026 IRIS-HEP Retreat in Amsterdam, Netherlands
  3. Attended 1st PhyStat School of Statistics in Nooitgedacht, Netherlands

About me

I'm a researcher at the University of Cincinnati, based at CERN. I develop ML models, optimize GPU inference, and build tools for scientific computing.

ML systems & research

I train and quantize neural networks, implement C++/CUDA inference, and measure accuracy and throughput in real-time reconstruction. My work also includes LLM post-training and fine-tuning, scientific search, data analysis, and B-meson decays. See my publications and talks.

Software

I build scientific tools, desktop applications, and developer utilities. Explore my software projects. I also write about computing, research, and self-hosting.

I'm looking for industry roles in ML systems, scientific software, and research. See my CV, contact me, or explore my digital presence.

Interests

  • GPU Inference
  • Particle Physics
  • ML Systems
  • Data Engineering & Analysis
  • Scientific Software

Languages & tools

  • C++, Python, CUDA, Go & Shell
  • PyTorch, JAX & scikit-learn
  • ONNX Runtime, TensorRT & Nsight
  • NumPy, pandas, ROOT & Scikit-HEP
  • Linux, Git, Docker & CI/CD