
Rohan Sitaniya
@rohansitaniya
I build evaluated multi-agent AI systems for high-stakes enterprise workflows.
What I'm looking for
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
Owned the multi-agent system behind Jitterbit's natural-language integration builder and shipped the APIM AI Assistant handling 10K+ daily interactions. Led retrieval and context engineering, cutting LLM spend ~40% and improving context precision 60%+.
Led a 5-member team building a GenAI evaluation framework for production reviews, cutting governance time by ~60%. Designed Transformer-based fraud embeddings and shipped transaction-categorization models for underwriting automation.
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.
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
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Website
sitaniya.comSalary expectations
Social media
Job categories
Skills
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