Salil Kumar

Experience

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  HighRadius

  Apr 2020 - Jun 2020

  Summer Intern

  HighRadius is a Fintech enterprise Software-as-a-Service (SaaS) company which leverages Artificial Intelligence-based Autonomous Systems to help companies automate Accounts Receivable and Treasury processesAbout Internship:• Managed complex projects from start to finish• Built a full-stack AI-enabled FinTech B2B Invoice Management Application

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  TheSmartBridge

  Sept 2020 - Oct 2020

  Call For Code 2020

  • Participated in Call For Code 2020 to collaborate on a project under the mentorship of Hemant Kumar Gahlot and colleges: Snigdha, Sourick, and Gaurav.• Built and deployed a wind energy prediction application with diminishing MSE score to 0.112

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  Omdena

  Nov 2020 - Jan 2021

  ML Engineer

  Omdena is the collaborative platform to build innovative, ethical, and efficient AI and Data Science solutions to real-world problemsAbout Project:Collaborating with 30+ intellectuals around the globe on Analyzing the Role of Connectivity on Economic & Human Development hosted by UNDP.• Find available data online for training purposes.• Extract, transform and load data• Research, experiment with, and implement suitable ML algorithms and tools• Use data modeling and evaluation strategy to find patterns and predict unseen instances• Apply machine learning algorithms and libraries• Analyze large, complex datasets to extract insights and decide on the appropriate technique Show less

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  HighRadius

  Jan 2021 - Jun 2021

  Data Science Intern

  HighRadius is a Fintech enterprise Software-as-a-Service (SaaS) company which leverages Artificial Intelligence-based Autonomous Systems to help companies automate Accounts Receivable and Treasury processesAbout Internship:• Worked on Machine Learning Pipelines to predict remittances, including monitoring and analysis, testing and deploying them in production for clients.• Analyzed and reported the cases where model failed to perform.

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  PubMatic

  Aug 2021 - now

  Software Engineer

  PubMatic is a digital advertising technology company who empowers premium app developers and publishers to maximize their programmatic advertising business.• Successfully led the migration of a Kinetica-backed Real Time pipeline to an In-house Spark-Structured Streaming solution, ensuring seamless data flow and reducing dependency on external platforms.• Optimized the performance of Spark Structured Streaming Consumers, resulting in a remarkable 50% reduction in batch processing time• Spearheaded initiatives to enhance query processing efficiency for Metabase dashboards, achieving an impressive 60% reduction in query processing time through the implementation of materialized viewsTechnologies: Apache Spark, Hadoop, Snowflake, Mysql, Scala, Java8, SpringBoot, Python, Apache Nifi,Snowflake, Docker, Shell scripting, Looker, Airflow, Oozie. Show less