Kavan Kaverappa
@kavankaverappa
AI engineer building agentic LLM automation across CI/CD and engineering workflows.
IndiaWhat I'm looking for
I build LLM-powered automation and agentic workflows that bring AI into real engineering operations. At EPAM Systems, I’m working on a multi-agent system that autonomously processes Jira tickets and orchestrates engineering actions across specialized agents, with event-driven control using Temporal.
I design decision-making pipelines end to end—cloning ticket context, running HITL-validated service catalog checks for Jenkins parameters, triggering builds via webhooks, and performing RCA by parsing Jenkins logs, storing artifacts in GCS, analyzing failures, and retrying when applicable. I’ve also integrated real-time Slack updates, dynamic agent routing, and LiteLLM (Gemini models) for LLM-driven interpretation, reducing manual intervention in ticket processing by 80%.
Experience
Work history, roles, and key accomplishments
Built a multi-agent, fully automated workflow that processes Jira tickets and orchestrates engineering actions through scheduled execution, including environment detection, intent analysis, and dynamic agent routing. Implemented LLM-driven interpretation with LiteLLM (Gemini), integrated Jenkins webhooks and Slack notifications, and added RCA with log parsing, artifact storage, and automated retry
Developed a Live Q&A platform supporting 10K+ users and built an AI-powered chatbot using LangChain, Ollama, and LLMs with a RAG design for document-based Q&A. Integrated Stable Diffusion for text-to-image generation, optimized backend performance using PostgreSQL and Redis caching, and improved CI/CD release cycles by deploying multistage Docker images via GitHub Actions.
System Administrator
Diya Systems Pvt Ltd
Dec 2021 - Apr 2022 (4 months)
Provided web advisory services, resolved DNS issues, and optimized system performance. Configured and troubleshot Linux systems to ensure stability and security, and supported client solutions through collaboration and communication.
Education
Degrees, certifications, and relevant coursework
Kavan hasn't added their education
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Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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