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Utsarga brb

@utsargabrb

AI Operations Specialist and Prompt Engineer building LLM-powered document intelligence systems that improve logistics accuracy in production.

Nepal

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What I'm looking for

I’m looking to own production LLM systems—prompt pipelines, model evaluation, and document intelligence—working with domain experts to reduce iteration cycles, improve output consistency, and deliver reliable logistics workflows.

I’m an AI Operations Specialist and Prompt Engineer with 2+ years of experience building and operating LLM-powered systems in production. I design modular, versioned prompt pipelines and evaluate models to deliver consistent, business-ready outputs.

In my recent roles, I owned the full cycle—from prompt engineering and model evaluation to client communication and product demos. I developed structured prompt pipelines stored in MongoDB, optimized behavior using real-world edge cases, and operated production AI systems handling live business workflows.

I specialize in document intelligence and OCR post-processing for shipping and logistics documents such as Bills of Lading, AP Invoices, and Arrival Notices. I’m energized by turning complex requirements into reliable AI workflows, improving downstream accuracy, and reducing iteration cycles through continuous monitoring, benchmarking, and targeted improvements.

Experience

Work history, roles, and key accomplishments

Associate Prompt Engineer

Colorado Rippey AI

Apr 2025 - Mar 2026 (11 months)

Developed and continuously refined prompts to generate high-precision, business-ready AI outputs, reducing iteration cycles and improving downstream accuracy for logistics document tasks. Built and maintained modular, version-controlled prompt pipelines in MongoDB and optimized model behavior using real-world edge cases while operating production AI systems with client data.

Modular Prompt Pipelines MongoDB Shipping Document Intelligence Edge Cases Production AI Systems

AI Operations Analyst

Colorado Rippey AI

Sep 2023 - Apr 2025 (1 year 7 months)

Operated and monitored production AI systems by identifying failure patterns and recommending targeted model improvements. Conducted comparative evaluations across GPT-4, Claude, and Gemini to select the best model per task category, supporting continuous improvement for logistics document intelligence and OCR post-processing.

Document Intelligence OCR Post Processing Evaluation Logging Continuous Improvement

Sales & Marketing Associate

Nepal 360 Mails

Aug 2022 - Dec 2022 (4 months)

Led B2B outreach campaigns and managed end-to-end lead generation pipelines for target accounts. Conducted market research, prospect identification, and data mining to build qualified sales funnels and supported client profiling and outreach strategy with the sales and marketing team.

B2B Outreach Market Research Prospect Identification Data Mining Sales Funnels Cross Functional Collaboration