Summary
Overview
Work History
Education
Skills
Timeline
Hi, I’m

Siddesh S

Machine Learning Engineer
Bengaluru,KA
Siddesh S

Summary

Machine Learning Engineer skilled in Recommendation and Ranking system, NLP, Deep learning with 7.5 years of experience creating machine learning models and retraining systems and transforming data science prototypes to production-grade solutions. Consistently optimizes and improves real-time recommendation systems by evaluating strategies and testing changes. Consistently employs statistical methods and designs to yield real gains from model changes.

Overview

8
years of professional experience
4
years of post-secondary education

Work History

Amazon
Bengaluru, Karnataka

System Developer Engineer - 2
01.2022 - Current

Job overview

  • Working in Amazon app store team. Responsible for building recommendation and detection systems that facilitate the testing process of apps onboarded in Amazon App Store.
  • Implemented and evaluated Machine learning system to detect and classify apps which are non- compliant with Amazon policy
  • Designed, implemented and evaluated new ML systems to predict performance metrics of new apps for different amazon fireTV OS and tablet devices.
  • Composed production-grade code to convert machine learning models into services and pipelines to be consumed at web-scale.

SAP
Bengaluru, Karnataka

Developer
06.2017 - 01.2022

Job overview

  • Part of Application innovation services team, developing Procurement products and services in the field of MM and IV, using machine learning.
  • Designed and implemented Catalog item recommendation system which analyzes the free text that users enter in a purchase requisition and suggests items that you can add to your company catalog.
  • Designed and Implemented Service ticket intelligent system which helps developer support team to address any customer issues in quick time.
  • Updated old code bases to modern development standards, improving functionality.
  • Introduced automated diagnostics for sensor data collection and processing.

HPE
Bengaluru, Karnataka

ITO Consultant
02.2015 - 05.2017

Job overview

  • Member of team Enterprise Application Outsourcing, who builds, test and deploys scalable, highly available and modular software products.
  • Responsible for customization of SAP application as per the customer requirements.
  • Developed and implemented performance improvement strategies and plans to promote continuous improvement.
  • Actively listened to customers, handled concerns quickly and escalated major issues to supervisor.

Education

Global Academy of Technology
Bengaluru

Bachelor of Engineering from Information Science
07.2010 - 06.2014

Skills

    Recommendation and Ranking Systems

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Timeline

System Developer Engineer - 2

Amazon
01.2022 - Current

Developer

SAP
06.2017 - 01.2022

ITO Consultant

HPE
02.2015 - 05.2017

Global Academy of Technology

Bachelor of Engineering from Information Science
07.2010 - 06.2014
Siddesh SMachine Learning Engineer