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Piyush AgnihotriPA
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Piyush Agnihotri

@piyushagnihotri

I build trustworthy AI evaluation and applied machine learning systems.

India
Message

What I'm looking for

I'm looking to build trustworthy AI systems where I can evaluate model outputs, design defensible metrics, create reliable data pipelines, and translate AI signals into auditable tools that non-technical teams can use.

At Accenture Strategy, I built and shipped an auditable compliance-scoring tool that checked roughly 600 regulatory obligations against bank documents, producing cited evidence and per-obligation scores. I also built complaint-triage and NLP taxonomy pipelines that turned large volumes of free-text complaints into actionable outputs for non-technical teams.

I've worked directly in the LLM evaluation loop at Turing, writing ground-truth reference solutions, rating model outputs, and diagnosing quantitative-reasoning failure modes. My applied statistics training at ISI Bangalore guides how I select metrics, validate outputs, and decide whether a model score can be trusted.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Indian Statistical Institute, Bangalore logoIB

Indian Statistical Institute, Bangalore

Master of Science, Applied Statistics and Data Science

2024 -

Pursuing a Master of Science in Applied Statistics and Data Science, focusing on statistical inference, hypothesis testing, and Bayesian methods.

Banaras Hindu University logoBU

Banaras Hindu University

Bachelor of Science, Pure and Applied Mathematics

2021 - 2024

Completed a Bachelor of Science with Honors in Pure and Applied Mathematics, building a strong foundation in mathematical reasoning and analysis.

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