I am a Senior Research Scientist at IBM Research AI.
I work at the intersection of AI modeling and ML systems.
My passion is providing efficient and cost-effective solutions for complex problems via innovative algorithmic design and highly optimized implementations. I enjoy squeezing instructions in CPU cycles, designing algorithms tailored for specific hardware and be part of hardware software co-design processes.
For example, I used GPUs to accelerate indexing in databases, exploited NIC features for traffic analysis and filtering, and designed cost-effective packet filtering systems.
My experience ranges from low level network programming in the Linux kernel, to high-performance programming using SIMD instructions and CUDA kernels, up to designing novel machine learning models optimized for low latency systems. I wrote software to monitor very large scale distributed systems (20k+ nodes) and cybersecurity solutions scaling to nation-wide deployments.
Some achievements:
You can fetch my curriculum vitae.