Ra Bhure

GenAI / Agentic AI Engineer with 3.9 years of experience building full-stack AI products from idea to production. Independently conceptualised and shipped Somnia — a live no-code agentic AI builder adopted daily across teams, replacing a paid tool and saving ~1 day per agent build. Engineered a fully local multimodal RAG assistant (text + image + audio) that reduced team knowledge lookup by 60–80%.

Experienced across the full AI delivery lifecycle: RAG systems, agentic workflows, LLM pipelines, multimodal AI, and cloud deployment — with a rare DevOps background that enables end-to-end production ownership.

Senior Software Engineer at Sopra Steria — Agent Factory Labs / AI Innovation (2025-07 – Present)

• Somnia — No-Code Agentic AI Builder: Independently proposed, designed, and built an internal drag-and-drop agentic AI platform that enables teams to create and deploy AI agents and multi-step workflows visually — no engineering required. Live in daily use, replaced a paid third-party tool, and saves ~1 day of engineering effort per new agent build.
• Multimodal RAG Assistant: Engineered a fully local, self-hosted multimodal RAG assistant supporting text, image, and audio document types with zero-touch automatic ingestion pipeline. Added a second multimodal LLM to deeply analyse images and audio, converting them to rich text embeddings — making it a true local NotebookLM alternative. Reduced team knowledge lookup time by 60–80%.
• GenAI Database Migration: Led AI-assisted migration of 10,000+ lines of Oracle PL/SQL code to PostgreSQL for an enterprise client — using large language models to automate syntax translation, stored procedure conversion, and validation, cutting manual migration effort significantly.
• Meter Extraction Agent: Delivered a multimodal agent for Honeywell and Sensus meters that processes meter images using vision AI and OCR, extracts structured data, and outputs to Excel. Applied preprocessing to improve extraction accuracy and reduce token costs across 50–100 meter images.
• DevOps Agent — VS Code Extension: Built a VS Code extension that brings an AI assistant directly into the editor for CI/CD, Docker, troubleshooting, guided fixes, and documentation — powered by locally hosted LLMs with structured prompt engineering.
• Daily News Agent: Designed and shipped an automated agent that retrieves, summarises, and stores daily news updates in a structured format using agentic retrieval patterns.

Software Engineer at Sopra Steria — DevOps / Cloud Engineering (2022-08 – 2025-07)

• Built and maintained 5–10 CI/CD pipelines on GitLab for application build, test, and deployment workflows across a large engineering team.
• Managed cloud infrastructure on AWS — provisioning, scaling, and securing services using Docker, Linux, and Ansible for consistent and repeatable deployments.
• Developed Python and shell scripts that automated repetitive operational tasks, reducing manual effort and improving deployment consistency.
• Supported reliability engineering using ELK stack and Grafana — built dashboards, configured alerts, and led troubleshooting efforts to maintain uptime.

B.E. in Electronics & Telecommunication Engineering – Savitribai Phule Pune University (2022)