Looking for a job

Ayush Kumar

@ayushkumar21

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AI engineer building LLM workflows and full-stack apps for real-world, regulated use cases.

India

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What I'm looking for

I’m looking for a team where I can design and ship LLM workflows, AI agents, and reliable full-stack systems. I want fast iteration, strong CI/CD, and measurable evaluation/observability in data-driven, regulated domains.

I’m a Computer Science undergraduate (B.Tech CSE, CGPA: 9.16) with hands-on experience building and deploying AI-powered applications across financial services and developer tooling. I design LLM workflows and AI agents, then ship full-stack systems end-to-end.

My standout work includes a production AI debugging assistant that ingests production error logs and returns confidence-ranked, actionable fixes, deployed on AWS with CI/CD and high uptime. I also built an automated financial planning agent that triggers savings workflows based on income thresholds—replacing a manual workflow with a triggered AI workflow.

I’m comfortable moving fast through prototyping, testing, and iteration, especially when the problem demands reliability and observability. With experience using React, Node.js, FastAPI, and Python alongside LLM tooling and time-series forecasting, I aim to deliver AI features that perform in real, data-driven environments.

Experience

Work history, roles, and key accomplishments

Drone Development Team Lead

Open Minds A Birla School

Sep 2020 - May 2021 (8 months)

Led a 4-member team over 8 months to build a quadcopter using Arduino and IMU, managing a $500 budget and achieving ~95% flight reliability. Implemented Git version control and ran weekly sprints, securing 1st place among 15+ teams via an autonomous flight demo.

Arduino IMU Quadcopter Development Git Team Leadership Sprint Planning