Satya Patel

About Satya Patel

Co-creator of Nimbus, an open-source framework for deploying lightweight NLP models with…

Experience

1. Software Engineer, Co-creator

   Nimbusnlp

   Jan 2025 — Present

   Designed and launched an open-source framework to streamline the deployment of lightweight, task-specific Natural Language Processing (NLP) models into production environments- Built a TypeScript/Node.js CLI to automate configuration, artifact creation, and cloud provisioning workflows, reducing 35+ manual steps to a single command and cutting deployment times from hours to minutes- Developed cloud infrastructure with AWS CDK for consistent Infrastructure as Code (IaC) deployments, automating AWS Lambda (via Docker containers), API Gateway (with API key protection), ECR, and S3 integrations- Architected a cost-efficient, serverless backend for on-demand NLP model inference, optimizing for intermittent, batch-processing use cases typical in smaller team environments- Implemented a React-based UI playground for model testing, enabling rapid validation and accelerating developer feedback loops- Authored a technical case study (nimbusnlp.github.io) highlighting NLP model deployment challenges, Nimbus’s system architecture, technical trade-offs, and future development roadmap.