Hi, I'm Kashif.

Systems-focused ML engineer with 3.5 YOE building numerical computing components, inference-optimized pipelines and agentic coding environments. I work at the intersection of ML systems, low-level frameworks and RL for code, designing execution sandboxes, structured task environments and deep-dive into unfamiliar codebases to build testable evals. Previously fine-tuned and deployed models and optimized inference systems org-wide.