Summary
Overview
Work history
Education
Skills
Languages
Rewards
Quote
Timeline
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Udhayakumar Subramanian

Udhayakumar Subramanian

London

Summary

Machine Learning engineer with experience of developing end-to-end
machine learning pipelines with validations. Expert software development professional with proven skills in project management, coding and testing. Brings 13+ years of experience in building robust, well-performing applications matching specifications and exceeding expectations. Seeks out opportunities to expand skills and improve designs.

Overview

13
13
years of professional experience
4
4
years of post-secondary education

Work history

Senior MLOps Engineer

Arco
06.2023 - Current
  • Designed CI/CD pipelines to deploy Synapse models seamlessly.
  • Supported innovation objectives by keeping up to date on the latest integrations solutions available
  • Designed and developed DevOPS pipelines using yaml and Azure ML CLI V2 to deploy, maintain and monitor ML models. The solution was designed as per the guidelines provided by Microsoft for MLOPS V2.

Senior Associate

Cognizant Technology Solutions
07.2021 - 04.2023
  • MLOps - Designed and developed a framework to deploy, maintain and monitor ML models in Azure environment with pipeline orchestration using Azure DevOps (with Microsoft hosted agents and self-hosted agents as well) and built-in model governance using Azure ML Studio to reduce the time taken by an engineer to build and maintain an ML project
  • Rewarded with ‘Ability and Beyond' appreciation for this work.

Lead Developer

Standard Chartered GBS
10.2017 - 07.2021
  • Led a group of python engineers in Technology Services team with a role to automate manual tasks and to bring efficacy into our daily working practices. Created a positive business impact saving ~3500$ per month providing automated solutions for support engineers.
  • Led daily stand-ups and agile ceremonies in the absence of scrum master. Worked with product owners to groom the backlog and to plan sprints. Improved team velocity by incorporating capacity planning into sprint planning sessions
  • Designed and developed an application to ingest data from multiple data sources into our environment based on Postgres DB using python scripts.
  • Planned and delivered projects to spec, on time and meeting internal quality standards.
  • Engaged clients to understand software design requirements and advise on best-fit options.

Senior Software Engineer

HCL Technologies
07.2014 - 10.2017
  • Worked on migration projects to migrate legacy C# .NET - MSSQL based web applications to Python Django - Oracle framework.

Software Engineer

HCL Technologies
08.2010 - 07.2014
  • Part of development team providing solutions for one of the largest marine electronics company with a windows application that can quickly identify and confirm the operational status of products individually or installed as a system inside the vessel

Education

Bachelor of Science - Computer Science and Engineering

Anna University
07.2006 - 06.2010

Skills

  • Programming Languages: Python, C#
  • Libraries: Pandas, Scikit-learn
  • Database Tools: Oracle, Postgres, MS SQL Server
  • Framework: Django, NET
  • IDE: PyCharm, Visual Studio 2015
  • Cloud platform: Microsoft Azure
  • Orchestration: Azure DevOPS pipelines
  • Project Management: Agile

Languages

English
Fluent

Rewards

HCL Technologies

  • Live Wire
  • HCL O2 and O3


Cognizant Technologies Services

  • Ability and Beyond

Quote

The human brain is an incredible pattern-matching machine.
Jeff Bezos

Timeline

Senior MLOps Engineer

Arco
06.2023 - Current

Senior Associate

Cognizant Technology Solutions
07.2021 - 04.2023

Lead Developer

Standard Chartered GBS
10.2017 - 07.2021

Senior Software Engineer

HCL Technologies
07.2014 - 10.2017

Software Engineer

HCL Technologies
08.2010 - 07.2014

Bachelor of Science - Computer Science and Engineering

Anna University
07.2006 - 06.2010

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