Open to opportunities

Gulshan kumar

@gulshankumar5

Message

I build scalable full-stack platforms, AI agents, and observability workflows that reduce operational friction.

India

Message

What I'm looking for

I'm looking to build scalable AI-driven products and real-time platforms, especially agentic systems that combine APIs, data pipelines, observability, and autonomous workflows for practical use cases.

At Sprinto, I build AI-driven incident management workflows that connect Sentry, Datadog, Jira, GitHub Actions, and LLMs. My work reduced MTTR by 40% and automates resolution for more than 40 incidents each month.

Previously at WSP, I developed conversational AI platforms using LangChain, RAG, FAISS, React, and internal APIs. I built assistants for internal documentation and HR policy queries, including guarded multi-step agent workflows and contextual employee support.

I also architected a browser-based 3D virtual tour editor with React, ThreeJS, and WebGL, maintaining approximately 60 FPS rendering. At Wipro, I improved ETL data quality by 40% and analytics processing speed by 25% through a Greenplum-to-Cloudera migration.

I'm actively building agentic AI systems with LLMs, MCP, RAG pipelines, and multi-agent orchestration. My personal project, Upvest, combines a Next.js financial planning experience with Python AI agents for grounded, disclaimer-first analysis.

Experience

Work history, roles, and key accomplishments

Current

Full Stack Engineer

Current

Sprinto

Jul 2025 - Present (1 year 1 month)

Implemented an end-to-end AI-driven incident management workflow integrating Sentry and Datadog, reducing MTTR by 40% through cross-layer observability. Built an AI-assisted root cause analysis system using LLMs to analyze logs, stack traces, and system signals, automating resolution of 40+ incidents per month.