Research Software Engineer focused on high-performance systems for AI and scientific computing.
I build bare-metal systems that combine GPU-accelerated simulation, quantum & tensor-network computing, and agentic architectures — emphasizing performance, low-level optimization, and sovereign, local-first design. No cloud by default.
- High-performance systems & GPU acceleration (CUDA, sm_120 Blackwell)
- Tensor networks & quantum-inspired computing
- Real-time & embedded systems (Rust)
- Agentic architectures & computational-neuroscience foundations
- KHAOS — Closed-loop BCI kernel with sub-100µs CUDA DSP latency, compile-time-enforced neuroethics, and post-quantum cryptography.
- SUBSTRATE — Multi-scale physics & quantum-biology simulation framework; hand-written CUDA (sm_120) with an honest roofline (kernel-only 3×→154× vs JAX-CPU) and tensor-network solvers.
- BLACKWALL — Honest precision-spectrum GEMM roofline on Blackwell (sm_120): FP32 → FP4 measured, FP4 at 20× FP32 via cuBLASLt, anchored to the computed peak.
- TESSERA — Neural-guided real quantum annealing via tensor networks (MPS/TEBD); a GNN learns the schedule, all on a local GPU.
- Blaze — Tensor-Train / MPS compression for high-order scientific & quantum-state data, with GPU SVD and an MPS↔circuit bridge.
- HELIOS — 24/7 predictive DC-microgrid controller — Rust MPPT loop + CNN-LSTM forecasting, post-quantum trust anchors.
- PROMETHEUS — Distributed LLM pretraining framework — PyTorch FSDP ZeRO-3, activation checkpointing, Flash Attention 2.
- EIGEN — Quantum-inspired threat modeling via transverse-field Ising models and a pure-Rust Lanczos solver.
- KINECT-NIR — Real-time IR object detection & tracking — CUDA CA-CFAR kernel + TensorRT INT8 + Kalman tracking.
- chiron — Bare-metal genomic assembly — lock-free k-mer counting, de Bruijn graphs, and a quantum walk for repeat resolution.
(more: SESHAT — QUBO/simulated-annealing on the undeciphered Linear A script)
CUDA (sm_120) · C++17 · Rust · Python · PyTorch · cuBLAS/cuBLASLt · TensorRT · Cirq · SLURM
Performant, sovereign systems at the intersection of AI, simulation, and quantum computing — bare-metal, local-first, honest benchmarks.