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Utkarsh Karki

@utkarshkarki

Message

I build reliable LLM workflows for structured extraction, evaluation, and AI automation.

India

Message

What I'm looking for

I'm looking to build reliable generative AI and machine learning systems, especially LLM workflows, model evaluation, technical documentation analysis, and open-source AI tools.

I've developed and optimized speech recognition, STT, TTS, and LLM applications at Kuralynx, reducing response time by up to 25% through model efficiency, latency, and accuracy evaluation.

I built LangChain Extract, an LLM-powered pipeline that converts unstructured text into structured outputs using prompt design, validation, and configurable extraction workflows. My work focuses on improving extraction reliability, consistency, and resistance to incorrect model responses.

I'm also an open-source contributor to browser-use and JAX, improving the robustness of LLM-driven browser automation and debugging clarity for automatic differentiation utilities.

Experience

Work history, roles, and key accomplishments

AI Intern

Kuralynx

Aug 2025 - Oct 2025 (2 months)

Developed and optimized AI models for speech recognition, STT, TTS, and LLMs. Evaluated model efficiency, latency, and accuracy, achieving up to 25% reduction in response time.