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Sidharth Singh

Sidharth Singh

Software Engineer (Machine Learning)

Followers of Sidharth Singh2000 followers
location of Sidharth SinghBengaluru, Karnataka, India

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  • Timeline

  • About me

    tech @ zippin

  • Education

    • Delhi Public School Ghaziabad

      -

    • CDAC, Bangalore

      2016 - 2017
      Post Graduate Diploma Big Data Analytics

      This was an accelerated program, curriculum included Python Programming, Databases, Machine Learning, Mathematical Foundation, Big Data Technologies (Spark, Hadoop, etc. ). Capstone Project: Recommendation Engine for Scholarly Papers.

    • Krishna Institute of Engineering and Technology

      2012 - 2016
      Bachelor's degree Computer Science

      Activities and Societies: Member of prize winning team who developed tool for Professors to provide in depth analysis of student grades. Throughout the course my interest was inclined towards artificial intelligence and machine learning.Courses opted: Data structure and Algorithm design, Linear Algebra, Statistics and Probability, Database Design.

  • Experience

    • Light Information Systems Pvt. Ltd.

      Feb 2017 - Jan 2019
      Software Engineer (Machine Learning)

      - Chat bot: Coded intelligent bot for customers with specific use case using python, natural language processing(NLTK, Spacy) and JS. Worked on over 12+ proof of concepts and 4 production grade projects.- Machine Learning: Applied machine learning for intent classification using an ensemble of algorithms such as Random Forest, One-class SVM, Log Regression etc. - Visualization: Worked on dashboard design using HTML, JS, HighCharts - AWS environment: Worked on proof of concept for demonstrating use of Lex and Lambda server less environment for bot development over AWS- Data extraction: Data extraction over the web using Python and ML Show less

    • Knowledge Lens

      Jan 2019 - Nov 2021

      - Leading AI track for the iLens flagship product- Working on machine learning acceleration on IOT devices- Lead a team of data scientists and engineers in developing work place safety product line (Mask recognition + Thermal screening + Facial recognition) (https://www.youtube.com/watch?v=Y7A5DJZK_Xk) - Helped in achieving 99+ % accuracy for facial recognition for work place safety product line (https://www.youtube.com/watch?v=Y7A5DJZK_Xk) - Lead team in developing AI chat bot using the Azure stack for a US hospital chain for insurance payment use case- Built computer vision system for enabling automated QA processes for clients in FMCG sector- Using Azure stack have built chat bots for HR and concierge use case- Consulting fortune 500 companies in Azure Analysis service optimization and data model creation - Part of team responsible for industry standard Data Lake implementation using Azure Stack- Responsible for Data warehouse design using Azure Datawarehouse- Created reports and visualisation using PowerBI- Used Databricks Spark to run transformation on raw data Show less

      • Lead Machine Learning Engineer

        May 2021 - Nov 2021

      • Senior Data Scientist

        Aug 2019 - May 2021

      • Data Scientist

        Jan 2019 - Jul 2019

    • Self-employed

      Nov 2021 - Apr 2023
      Machine Learning Consultant

    • Zippin

      Dec 2021 - now

      Building software backbone for checkout free stores

      • Staff Software Engineer

        Apr 2023 - now

      • Senior Software Engineer, Machine Learning

        Dec 2021 - Apr 2023

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Sidharth Singh
      Going Above and Beyond Knowledge Lens