AI systems engineering
Designing and shipping AI systems that connect models, tools, memory, product workflows, and evaluation loops.
AI engineering · expert
Python, TypeScript, PyTorch, TensorFlow, FastAPI, OpenAI API, agent runtimes
I am strongest where model behavior has to become a reliable system: tool interfaces, product constraints, feedback loops, evaluation surfaces, and the runtime around the model.
The recurring pattern across the work is turning broad AI intent into concrete interfaces that can be tested, shipped, and improved.
Jacob@jvboid
Jacob@jvboid
Block Sparse Attention WIth Block Retrieval!
docs: jacobfv.github.io/bsbr repo: github.com/JacobFV/bsbr
Jacob@jvboid
claude 4 is basically a money printer rn
anyone with a funnel, a stack, and half a brain can spin up ops, content, sales, or a product in days
the window won’t stay open. exploit while it is.