Senior Systems Engineer (14 YoE) applying systems expertise to ML. I don't build models;
I build the systems that make ML fast and cheap.
Recent work:
- Conv-SNN from scratch in Rust: 96.7% accuracy, 2x efficiency vs ANNs
- Profitable RL trading system running since Dec 2020
- 20x GPU speedup using custom CUDA kernels
Currently at Rialtic scaling data pipelines. Seeking Staff-level ML Platform/MLOps roles.
Remote: Yes, exclusively (5+ years with US remote companies)
Willing to relocate: Yes
Technologies: Rust, Go, Python, CUDA, Kubernetes, Low-Latency Systems, MLOps
Resume/CV: https://drive.google.com/file/d/1r3xT_5YWZf0IcYyFLOlP5qdp0MB...
GitHub: https://github.com/karthikkolli
Email: karthik [at] karthikkolli [dot] com
Senior Systems Engineer (14 YoE) applying systems expertise to ML. I don't build models; I build the systems that make ML fast and cheap.
Recent work: - Conv-SNN from scratch in Rust: 96.7% accuracy, 2x efficiency vs ANNs - Profitable RL trading system running since Dec 2020 - 20x GPU speedup using custom CUDA kernels
Currently at Rialtic scaling data pipelines. Seeking Staff-level ML Platform/MLOps roles.