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Grigory Bulgarin

@grigorybulgarin

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Senior Business Analyst at Quantori delivering GenAI workflows that raised medical manual draft accuracy to 90%.

Georgia

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At Quantori, I translated laboratory workflows into delivery-ready requirements for a custom LIMS and a multy-cancer early detection blood test. I specified more than 30 production steps across four assays and owned the LIMS-to-bioinformatics integration stream.

At OpenCascade LLC, part of Capgemini, I engineered prompts for 12 multi-agent workflows for an AI user manual generation assistant, raising first-draft accuracy to 90%. I also defined requirements for a spinal implants surgical planning tool, including its MVP scope, integrations, and 150+ surgical measurements.

Experience

Work history, roles, and key accomplishments

Current

Senior Business Analyst

Current

Quantori LLC

Aug 2025 - Present (1 year 2 months)

Conducted end-to-end discovery for an agriculture specimen logistics platform, identifying AI use cases and defining MVP scope. Led vendor selection for lab automation and applied AI-assisted BA techniques to build a comprehensive backlog.

Discovery AI Use Cases MVP Definitions BPMN User Journeys ERD Backlog Management Vendor Selection RFP

Senior Business Analyst

OpenCascade LLC

Sep 2025 - Mar 2026 (6 months)

Worked on custom 3D and Digital Twin solutions for high-stakes sectors including Shipbuilding, Aerospace, and Healthcare & Pharma. Led projects involving AI user manual generation and spinal implants surgical planning.

AI RAG LiteLLM Prompt Engineering Multi Agent Systems Figma Use Cases User Stories FDA Compliance SRS Data Mapping Integration

Product Owner / Senior BA

OpenCascade LLC

Nov 2025 - Jan 2026 (2 months)

Identified and scoped an AI-assisted documentation opportunity for implant user manuals. Defined requirements for a RAG-module and authored LiteLLM-based platform requirements, optimizing prompt frameworks for multi-agent AI workflows.

AI RAG LiteLLM Prompt Engineering Multi Agent Systems Figma UAT Stakeholder Management

Junior to Senior Business Analyst

Quantori LLC

Nov 2020 - Dec 2024 (4 years 1 month)

Specified requirements for laboratory production steps, owned LIMS-to-bioinformatics integration, led reagent-management module development, and prioritized a dynamic backlog of 200+ change requests. Facilitated product demos and UAT sessions.

Requirements Engineering LIMS Bioinformatics Integration Data contracts Figma User Stories Backlog Prioritization UAT

Education

Degrees, certifications, and relevant coursework

Claude Academy

Professional Training, AI

Professional training at Claude Academy covering AI fluency, workflow integration, configuration, prompting, and evaluation of Claude's output.

EPAM Systems

Professional Training, Business Analysis

Professional training in business analysis at EPAM Systems, School of Business Analysis, completed in 2018.

St. Petersburg State University

Bachelor of Arts, Sociology and Anthropology

Bachelor of Arts in Sociology and Anthropology from Bard College / St. Petersburg State University (Smolny Institute of Liberal Arts), completed in 2005.

Bard College

Bachelor of Arts, Sociology and Anthropology

Bachelor of Arts in Sociology and Anthropology from Bard College / St. Petersburg State University (Smolny Institute of Liberal Arts), completed in 2005.