Computational physicist turned AI systems engineer. PhD, EECS, UC Berkeley. Founder of Kohyr. 12 years in scientific computing; 6+ in ML/AI.
I build at the intersection of physics, machine learning, and auditable software, from micromagnetic simulators and quantum transport frameworks to LLM evaluation platforms and AI governance tooling.
meshal.ai · kohyr.com · Scholar · contact@meshal.ai
| Repo | What it is |
|---|---|
| qmatsim | Multiscale DFT+MD toolkit for strain engineering in 2D materials · Phys. Rev. Materials 2025 |
| spincirc | Spintronic device modeling via spin-circuit methods · IEEE J-XCDC 2018 |
| maglogic | Nanomagnetic logic simulation with OOMMF/MuMax3 · IEEE Magnetics Letters 2019 |
| scicomp | Scientific computing library: PDE solvers, PINNs, HPC · Python / MATLAB / Mathematica |
| qubeml | Quantum-classical ML interface: VQE, materials informatics, Qiskit/PennyLane |
| fallax | Multi-step LLM reasoning evaluation: step-level correctness across logic, math, and causal inference |
| Project | What it is |
|---|---|
| alembiq | LLM training, alignment, evaluation, and synthetic data platform |
| attributa | Privacy-first attribution intelligence with AI detection and CWE scans |
| llmworks | LLM evaluation, benchmarking, and security testing |
| provegate | Epistemic reasoning framework and agent belief infrastructure |
Most AI product repos are private. See kohyr.com for product details.
Quantum computing · AI governance · HPC · Web systems
Stack: Python · TypeScript · MATLAB · CUDA · PyTorch · Next.js · Supabase