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Rohan SitaniyaRS
Looking for a job

Rohan Sitaniya

@rohansitaniya

I build evaluated multi-agent AI systems for high-stakes enterprise workflows.

India
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What I'm looking for

I'm looking to build reliable, evaluated agent systems for high-stakes workflows, where correctness, evidence, and operational safeguards matter as much as model capability.

At Jitterbit, I built and shipped multi-agent AI assistants that let enterprise users create integrations and publish APIs through natural language. I owned the production system behind the iPaaS AI Assistant, from LangGraph planning and Pinecone retrieval to Pydantic-validated, resumable execution.

I design AI systems around evidence, evaluation, and operational control. At Jitterbit, token-aware memory reduced LLM spend by about 40%, while retrieval improvements raised context precision by over 60% and cut latency by 30%.

At American Express, I led a five-person team building GenAI governance checks for production model reviews, cutting governance time by about 60%. I also delivered fraud embeddings, underwriting automation that reduced review cycles from days to hours, and LLM-powered credit-risk early-warning alerts.

My recent projects extend the same principle: the agent proposing a change should never control the evidence that accepts it. I build agent evaluation, guarded delivery, and research-verification systems that make failures visible before they become decisions.

Experience

Work history, roles, and key accomplishments

Algonomy logoAL

ML Engineer Intern

Algonomy

May 2019 - Jul 2019 (2 months)

Fine-tuned BERT and GPT-2 for personalized query auto-completion over 1.5 million business analytics queries.

National Taiwan University logoNU

Research Intern

National Taiwan University

May 2018 - Jul 2018 (2 months)

Performed genomic analysis of Axolotl RNA-Seq data to identify regenerative epigenomic markers, mapped to the human genome.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Kharagpur logoIK

Indian Institute of Technology Kharagpur

Integrated Dual Degree (B.Tech + M.Tech), Biotechnology

2015 - 2020

Integrated Dual Degree (B.Tech + M.Tech) in Biotechnology. Thesis on non-invasive detection of human cancers from multi-genomic TCGA signals using deep learning.

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