Umesh Singh profile photo 1 on Tal

Umesh Singh

Software Engineer

Mumbai

3+ years of work experience

Wabtec Corporation
Jul 20262 moPresent

bengaluru

Designed and executed a machine learning-powered predictive maintenance study across BNSF and Indian Railways fleets, analyzing millions of telemetry records to identify FTP failure signatures and derive predictive health indicators for component replacement planning.
Intel
Jun 202511 moMay 2026

bengaluru

Designed and implemented an end-to-end Python backend data pipeline by integrating data from 9 REST APIs, modeling and storing over 2M records in MongoDB, developing optimized REST endpoints that reduced API response times by 35%, and enabling seamless frontend visualization within Intel’s internal engineering platform. • Migrated 25 distributed Celery workloads to Kubernetes CronJobs while enhancing an enterprise automa- tion platform, improving scheduling reliability from 92% to 99.5% and reducing service deployment time by 60%. • Developed 15+ reusable Vue.js components and backend integrations for Intel’s OneKit platform, acceler- ating feature delivery by 30%, while contributing to an AI-powered assistant using Large Language Models that supported 500+ internal engineering users. • Served as the Scrum Master for the team, facilitating daily standups, sprint planning, backlog grooming, and retrospective meetings, ensuring smooth Agile execution and on-time delivery of sprint goals.
Raja Software Labs
Feb 20221 y 9 moNov 2023

Hybrid

Investigated production issues using Xcode Instruments and crash analytics, improving LinkedIn iOS crash- free sessions by 15% for 10M+ users. • Designed and implemented LinkedIn’s Alternative Text for Images accessibility feature using Swift, UIKit, and VoiceOver, improving accessibility for visually impaired users. • Migrated 100+ production UI screens to Auto Layout, reducing layout regressions by 3%. • Optimized GraphQL data fetching, reducing API latency by 40%.
Accenture in India
Jun 20218 moFeb 2022

mumbai

Automated accessibility testing across 20+ enterprise web pages using Selenium, JUnit and Java. • Resolved 50+ production defects through log analysis and root-cause investigation, improving application stability
veeraa one private limited
Aug 20202 mosSep 2020

Haryana, India

Umesh’s AI Stack

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codex
codex
cursor
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opencode
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huggingface
huggingface

Education

National Institute of Technology warangal

Master of Technology, Computer Science

National Institute of Technology warangal

20242 yrs2026
University of Mumbai

Bachelor's degree, Computer Science

University of Mumbai

20174 yrs2021

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Headline

Software Engineer

About

I would like to join in an organization which helps me to explore my talent and abilities for the development of the organization as well as personal growth in the field. As i believe that There is a long way to go before you reach the pinnacle of success, hence i will put all my efforts to fulfill the needs and goals of the company through my commitment. It would be my privilege to serve such an organization if given a chance.

Location

Mumbai

AI stack

claude code

claude

codex

cursor

opencode

huggingface

Work experience

Lead Engineer at Wabtec Corporation, Jul 2026 - Present · 2 mo, bengaluru, Designed and executed a machine learning-powered predictive maintenance study across BNSF and Indian Railways fleets, analyzing millions of telemetry records to identify FTP failure signatures and derive predictive health indicators for component replacement planning.

Software Engineer Intern at Intel, Jun 2025 - May 2026 · 11 mo, bengaluru, Designed and implemented an end-to-end Python backend data pipeline by integrating data from 9 REST APIs, modeling and storing over 2M records in MongoDB, developing optimized REST endpoints that reduced API response times by 35%, and enabling seamless frontend visualization within Intel’s internal engineering platform. • Migrated 25 distributed Celery workloads to Kubernetes CronJobs while enhancing an enterprise automa- tion platform, improving scheduling reliability from 92% to 99.5% and reducing service deployment time by 60%. • Developed 15+ reusable Vue.js components and backend integrations for Intel’s OneKit platform, acceler- ating feature delivery by 30%, while contributing to an AI-powered assistant using Large Language Models that supported 500+ internal engineering users. • Served as the Scrum Master for the team, facilitating daily standups, sprint planning, backlog grooming, and retrospective meetings, ensuring smooth Agile execution and on-time delivery of sprint goals.

Software Engineer at Raja Software Labs, Feb 2022 - Nov 2023 · 1 y 9 mo, Hybrid, Investigated production issues using Xcode Instruments and crash analytics, improving LinkedIn iOS crash- free sessions by 15% for 10M+ users. • Designed and implemented LinkedIn’s Alternative Text for Images accessibility feature using Swift, UIKit, and VoiceOver, improving accessibility for visually impaired users. • Migrated 100+ production UI screens to Auto Layout, reducing layout regressions by 3%. • Optimized GraphQL data fetching, reducing API latency by 40%.

Associate Software Engineer at Accenture in India, Jun 2021 - Feb 2022 · 8 mo, mumbai, Automated accessibility testing across 20+ enterprise web pages using Selenium, JUnit and Java. • Resolved 50+ production defects through log analysis and root-cause investigation, improving application stability

Android Developer intern at veeraa one private limited, Aug 2020 - Sep 2020 · 2 mos, Haryana, India

Education

Master of Technology, Computer Science, National Institute of Technology warangal

Bachelor's degree, Computer Science, University of Mumbai