Ritik Gadage
I’m Ritik Gadage, an AI/ML and DevOps Engineer with 4+ years of experience building production-ready Generative AI systems, including LLM-powered and agentic applications.
About
I’m Ritik Gadage, an AI/ML and DevOps Engineer with 4+ years of experience building production-ready Generative AI systems, including LLM-powered and agentic applications. I work across RAG pipelines using LangChain, embeddings, vector databases, and FastAPI services, focusing on making LLM outputs grounded, reliable, and easy to deploy.
- 4 years' experience
- Joined October 2026
Industry experience
- Software & Internet
- Computers & Electronics
- Professional Services
- Energy & Utilities
- Real Estate & Construction
- Manufacturing
- Education
Work experience
Built and supported production Python/FastAPI automation and AI services on AWS, including LLM-powered RAG workflows using LangChain, embeddings, and vector retrieval. Architected and operated scalable containerized microservices using Docker, Amazon ECS, and Amazon EKS, with CI/CD automation via Jenkins/Azure DevOps/GitHub Actions. Implemented observability and monitoring using Amazon CloudWatch, Prometheus, and Grafana; performed root-cause analysis and reliability improvements for production issues. Automated infrastructure provisioning with Terraform and AWS CloudFormation, optimized ECS and autoscaling for AWS cost savings, and delivered additional AI-enabled engineering workflows including computer-vision-based 2D-to-3D/BIM conversion integrated with building-energy simulation workflows.
Education
Certifications and awards
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