---
title: "Sahana Kulal - Application Engineer in Udupi | Tal"
description: "Meet Sahana Kulal, Application Engineer at Ati Motors based in Udupi. AI stack includes claude code, cursor, and github copilot."
image: "https://tal.club/meet/sahana-kulal/share-image"
---

# Sahana Kulal on Tal

## Headline

Application Engineer at Ati Motors

## About

I'm an Application Engineer in Ati motors with 3\+ years of experience building responsive, real\-time web applications for industrial automation\. Focused on debugging production issues across live customer robot fleets, supporting deployments, identifying root causes, and delivering reliable, maintainable solutions\. Proficient in React\.js, TypeScript, MUI, Zustand, WebRTC, and REST APIs\. Delivered production\-grade applications for 30\+ AMRs across 5\+ factories, including WebSocket\-driven dashboards, and LiDAR visualization\. At Ati Motors, I build enterprise\-grade, real\-time applications for AMRs, including responsive dashboards, TeleOps systems, LiDAR visualization, ERP/MES integrations and Fleet Manager, our platform for dispatching, monitoring and managing robots in live manufacturing plants\. Today I focus on troubleshooting production issues across the full stack, supporting deployments at customer sites, and building Grafana dashboards that turn fleet data into operational KPIs\. Key Achievements: • Diagnose and resolve production issues at customer sites, from UI failures and background\-job timeouts to database and API errors • Built Grafana fleet analytics \(operating hours, travel distance, error trends, MTTR\) and fixed data\-accuracy bugs • Built 15\+ reusable React components, reducing development time by 25% • Improved application performance by 35% through lazy loading, code splitting and rendering optimizations • Developed low\-latency WebRTC\-based TeleOps for remote robot control • Built real\-time dashboards using WebSockets and integrated multiple ERP/MES systems • Resolved 100\+ UI/UX issues and improved accessibility across devices • Delivered production\-ready solutions supporting 30\+ AMRs across multiple factories I'm passionate about software engineering, scalable system design, AI\-assisted development, and building products that solve real\-world problems\. I keep expanding my skills through hands\-on projects and certifications in Generative AI, Prompt Engineering, Claude AI and AI\-assisted Software Development\. Core Skills: React\.js • TypeScript • JavaScript • Python • FastAPI • PostgreSQL • Redis • SQL • REST APIs • WebSockets • WebRTC • Material UI • Zustand • HTML5 • CSS3 • Grafana • Docker • Git • GitHub • Agile • Production Support • Root Cause Analysis • Generative AI

## Location

Udupi

## AI stack

claude code

cursor

github copilot

ChatGPT

ChatGPT Images

## Work experience

Application Engineer at Ati Motors, Jun 2026 \- Present · 5 mos, Banglore, My work focus on debugging production issues on live customer robot fleets\. I troubleshoot application issues and support deployments, working with operations teams to find root causes, fix them and improve system performance\. I like to understand what actually needs solving, then build something simple, reliable and easy to maintain\. Fleet Manager : Develop and support Fleet Manager, Ati Motors' platform for dispatching, monitoring and managing autonomous mobile robots \(AMRs\) in manufacturing plants, using React, TypeScript, Python \(FastAPI\), PostgreSQL and Redis\. • Diagnose and resolve production issues across the full stack, including UI failures, background\-job timeouts, database problems and API errors, and ship hotfixes to minimise downtime • Improve reliability through better background\-job processing, error handling and notification management, based on root\-cause analysis of recurring problems • Build features for trip booking, route management, station sequencing and real\-time robot monitoring with on\-site teams • Support releases across product versions, including ERP integrations, and validate fixes across environments Fleet Analytics \(Grafana\): Build and maintain Grafana dashboards that turn robot fleet data into operational KPIs for internal teams\. • Built panels for fleet operating hours, effective fleet hours, travel distance, error trends, MTTR, break counts and obstacle time per route • Migrated SQL queries to an event\-based data model and fixed accuracy bugs, such as sessions crossing midnight and pre\-deployment data skewing totals

Intern at Cognitive Solution Consulting Pvt Ltd, Aug 2021 \- Present · 5 yrs 3 mos, Mangaluru, Karnataka, India, Web development with Python and Jango

Software Engineer at Ati Motors, Jun 2024 \- May 2026 · 2 yrs, Banglore, • Developed features for Fleet Manager, a platform for dispatching and monitoring autonomous mobile robots \(AMRs\) in manufacturing plants, using React, TypeScript, Python \(FastAPI\), PostgreSQL and Redis\. • Built end\-to\-end functionality for trip booking, saved and pinned routes, and a drag\-and\-drop station sequencing editor, covering both UI and REST APIs\. • Enhanced the real\-time Live Monitoring map to visualise safety zones for collision avoidance and conveyor areas, and improved notification handling\.

UI Developer at Ati Motors, May 2023 \- May 2024 · 1 yr 1 mo, Bangalore Urban, Karnataka, India, \- Web page design \- Human machine interface design

## Education

Bachelor of Engineering \- BE, Computer Science and Engineering, Yenepoya institute of technology

[View the original profile](https://tal.club/meet/sahana-kulal)

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