AP

AI engineering / Agent systems / Shipped products

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NOT OF THIS CLOUD
L
LOCAL-FIRST
UNDER 100 MS INFERENCE · RUNS WITHOUT
ACCOMPANYING CLOUD OR API KEY

// problem_first

Most of what I build starts with friction I run into myself. If something is slow, repetitive or keeps getting in the way, I try to automate it, simplify it, or build a small tool around it.

I like understanding the workflow first and building around the actual pain point, not picking a technology and looking for somewhere to use it.

I follow new model releases closely: I read the cards, test them on real tasks, and keep the ones that change how I build. My focus is agentic systems, tool use, orchestration and inference.

Problem first.
Tool second.

● REC NOW BUILDING →

01 / 09 —

04Signals

Keep walking.

    Anshul Panigrahi

    Open to AI engineering internships.

    Looking for product teams shipping LLM features, agents and tool use, and the systems that keep them reliable. The resume has the rest.

    Email