Royce Geo
Data Engineer @ BluePond AI | LLM-Powered Document Processing | Python • FastAPI • Azure
- Role
- Data Engineer at BluePond AI
- Location
- Thrissur, KL, IN
- LinkedIn followers
- 500 followers
About Royce Geo
Data Engineer at BluePond AI, building LLM-powered document intelligence systems for the insurance industry. I specialize in async data pipelines, backend APIs, and cloud-native architectures using Python, FastAPI, MongoDB, and Azure. Passionate about turning complex, unstructured data into reliable, production-ready systems.
Experience
Data Engineer
Apr 2024 — Present · Chennai, IN
I work on building and scaling AI-powered document intelligence platforms for the insurance industry, focused on transforming unstructured documents into structured, actionable data using LLMs and cloud-native architectures.Key Contributions:Designed and maintained a multi-tenant, production-grade document processing platform handling insurance documents across Property, Workers Compensation, General Liability, Cyber, and Reinsurance.Architected an asynchronous, event-driven pipeline using Python, FastAPI, Celery, and MongoDB, improving processing throughput.Engineered LLM-based extraction workflows using OpenAI APIs, achieving 85–90% structured data accuracy on complex insurance documents.Implemented intelligent document chunking strategies (static, dynamic, adjacent), reducing LLM token usage and inference costs by 30%.Built a prompt orchestration and chaining framework supporting 100+ configurable prompts, enabling tenant, carrier, and line-of-business–specific customization without code changes.Added comprehensive logging, retries, and transaction tracking, improving system uptime and reducing production incident resolution time by 30%.Tech Stack:Python, FastAPI, Celery, MongoDB, OpenAI APIs, Azure Blob Storage, Docker, Azure DevOps, LLM Prompt Engineering, Async Systems
Education
Kerala University Of Digital Science Innovation and Technology
Master of Science - Msc, Data Analytics
KERALA
Master of Science, Computer Science
Cochin University of Science and Technology
Bachelor of Vocational Education, Business/Commerce, General
DDU Kaushal Kendra - CUSAT
B.voc, Business Process and Data Analytics
2018 — 2021
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