Sudheer KUMAR

Experience

• 

  Anits

  Oct 2007 - Mar 2011

  Graduate student

  completed bachelors degree in biotechnology at anits

• 

  Anna University Chennai

  Sept 2011 - Jun 2013

  Postgraduate student

  completed post graduation (industrial engineering) in anna university, chennai, tamil nadu.

• 

  IBM

  Dec 2013 - Dec 2020

  => fine tuned the text analytics models,developed static and dynamic threshold anaomaly detection model, => developed pyspark scripts to scaleup the processing of huge inflow of data from cassandra. this has filled the gap in big data pipeline and enabled easy and quick processing, loading of data to cassandra database from staging tables=> automated complete workflow of data processing pipe line to fetch data from source tables, commiting the data to git repositories for downstream processing, mailing the job completion to respective teams using lotus notes, linux. show less => balancing the day to day work as mainframer, developed pocs in r by building word clouds to identify the trends in twitter=> started to collobrate to data science team as a stretch resource to develop nlc models in r=> transitioned as a full time resource to work in a data science team, participated in brainstorming sessions with the team for idea generation to create solutions for the business problems=> developed, maintained flask apis, oozie workflow, processed text data of both internal projects and clients using the using unsupervised learning techniques in machine learning.=> visited universities to educate the students about data science=> developed pocs using ibm watson natural language classifier. show less

  • Data Scientist

    Aug 2020 - Dec 2020

  • Data Analytics Engineer

    Jun 2016 - Dec 2020

  • System Engineer

    Dec 2014 - Jun 2016

  • Associate System Engineer

    Dec 2013 - Dec 2014
• 

  Caterpillar

  Dec 2020 - Jul 2022

  Data scientist

  => created essential power bi reports that help the leaders to monitor the level of completion, various other analysis of fmea projects created by different teams=>lead to automate the flow of usage data of various tools in snowflake. this has avoided the manual efforts of the team to create aggregated metrics in excel.=> identified the opportunity of creating a data science project, worked with the leadership to raise funding of $100000 and listed the tools, efforts, sources of data flow to the model, possible point of contacts necessary for the project to kickstart. show less

• 

  SRM Technologies

  Jul 2022 - now

  Senior data scientist

  => developed ml models, priority based optimization models, mathematical models that help for inventory optimization in retail industry leveraging gcp, bigquery, vertex ai=> significant focus and innovative mathemedical models created helped the organization to reduce the wastage, improved business strategy.=> mathematical models created were efficient in reducing the computational power of cloud resources and also helped to save hundreds of manual hours.