Utkarsh Kumar work email
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Utkarsh Kumar personal email
I am a skilled data engineer and analyst with 5+ years of professional experience backed by a passion for Machine Learning/Deep Learning to solve complex problems in the field of Data Science/Engineering. Focused on advancing my career in Data Science/Engineering, continuously learning, and improving myself and contributing diligently.Currently, I am the Senior Consultant and Senior Data Engineer for Citibank at Capgemini Technology Services. In this role, I collaborated on the development of Spark applications that effectively promote decision making and help prevent fraud. I also regularly participate in a number of projects highlighting such areas as big data platform migration, requirements analysis and design, and anti-money laundering initiatives. Additional experience includes:• In-depth understanding of deep learning architectures and their implementation. (Convolutional Neural Networks, Recurrent Neural Networks, Generative Adversarial Networks, and Variational Autoencoder)• Hands-on experience in ML/DL libraries TensorFlow, Keras, Scikit-Learn and advanced python programming to create machine learning pipelines.• Adept at SQL queries, report writing, and present findings.• Demonstrated success and work experience with Big Data technologies like Hadoop, Hive, Apache Spark (Pyspark, Spark ML), and Kafka.• Strong experience building and deploying Hadoop infrastructure, application with cloud technologies like AWS, Azure and containerization using Docker.Data Science: Deep Learning, Machine Learning, TensorFlow, Scikit-Learn, Keras, StatisticsBig Data: Hortonworks Data Platform, Cloudera, Hadoop administration and security, Apache Spark, Apache Hive, Apache Oozie, Kerberos, Apache KafkaCloud Technology: GCP Big Query, GCP Dataproc, AWS Redshift, AWS S3, AWS Lamda, GCP Cloud AILanguages and Scripting: Python, R, Shell (Linux), Pyspark (Spark ML)Databases: Hive, Oracle, PostgreSQL, MySQL, Denodo, MongoDB, Data Modelling, ETL, InformaticaAnalytics and Visualization: Tableau, Dash by Plotly, Plotly, Seaborn, Matplotlib, Apache Zeppelin
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AmazonRedmond, Wa, Us
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Data Engineer IiAmazon Sep 2022 - PresentSeattle, Wa, Us
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Senior Principal ConsultantGenpact Dec 2021 - Sep 2022New York, Ny, Us -
Senior ConsultantCapgemini Sep 2020 - Dec 2021Paris, France, Fr -
Senior Data EngineerCiti Sep 2020 - Dec 2021New York, New York, Us• Excel as a member of the Enterprise Analytics Platform team, working within an Anti-Money Laundering project.• Responsible for developing Spark applications for segmentation and risk updates in association with Citi customers and accounts, thereby facilitating decision making and helping to prevent fraud.• Introduce and deploy large-scale ETL framework to ingest large amount of structured and unstructured data with process control, data quality, and reconciliation checks for AML Monitoring project. • Drive migration of Oracle applications on Big Data Platform by converting complex PL/SQL queries to HiveQL/Spark SQL.• Facilitate the full development life cycle, which entails requirements analysis, design, development, deployment, and support. -
Associate InstructorIndiana University Bloomington Aug 2019 - May 2020Bloomington, Indiana, UsAI for course INFO-I 535 Management, Access and Use of Big Data - http://datamanagementcourse.soic.indiana.edu/ -
Graduate Student In Data ScienceIndiana University Bloomington Aug 2018 - May 2020Bloomington, Indiana, UsMachine Learning, Deep Learning, Natural Language Processing, Statistics, Artificial Intelligence, Databases, Big Data
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Data Virtualization InternIndiana University Bloomington Oct 2018 - May 2019Bloomington, Indiana, Us• Tasked with developing and publishing six dashboards in Tableau on Student Tech Fee to provide various insights in real-time.• Carried out trend analysis, fees distribution between campuses and graduate levels, and STF collection by terms for all campuses.• Leveraged the extensively use of filters, calculated fields, parameters, and dashboard actions to facilitate flexible analysis.• Utilized parallel coordinate plots, area charts, stacked bar charts, and tables for concise and clear reports.• Designed and developed STF projection dashboard in Dash (by Plotly) and Python to project STF for next 10 years.• Accountable for having implemented Linear Regression model with tunable parameters (rate of STF).
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Data Science InternKnowledge Lens May 2019 - Aug 2019Bangalore, Karnataka, In• Headed the design and development of an application for MLens from scratch in Server-Agent architecture with RESTful API in Python using Flask framework.• Led automated cluster creation and deployment of tool agents on distributed cluster (500+ nodes) with a single click.• Implemented real-time monitoring for all deployed MLens services and Management tool agents.• Conceptualized database connectors in Python and metadata schemas for multiple databases that store metadata.• Championed the development of an application to parse Cloudera Impala SQL and convert to Spark SQL in Python for migration tool MLens 2.0.• Migrated procedures and created UDFs in Apache Spark (Databricks) from Impala SQL (Cloudera) using Scala.• Enacted research and planning in association with implementation of reading digits to recognize and analyze vehicle registration plates using CNN, TensorFlow, and YOLOv2. -
Senior Software EngineerCapgemini Sep 2014 - Jul 2018Paris, France, Fr• Imparted global support for Big Data Administration and Development, successfully delivering to 5+ clients. • Assumed responsibility for developing projects, and built applications in Apache Spark, Hive, and Python for highly-critical data.• Used Apache Spark to manipulate unstructured data and produce actionable insights via comprehensive analysis and data mining.• Acquired hands-on experience in creating real-time streaming data pipelines using Apache Kafka and Spark Streaming.• Configured and deployed Oozie workflows with Sqoop jobs to import and store massive volumes of data in HDFS and Hive.• Automated various manual tasks by creating shell scripts and Python applications.• Participated extensively in all stages of database schema development in HBase, Hive, and Oracle. • Executed analytics using HiveQL and Spark SQL, and provided visualizations using Tableau and Apache Zeppelin.
Utkarsh Kumar Skills
Utkarsh Kumar Education Details
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Indiana University BloomingtonData Science -
University Of MumbaiElectronics Engineeringg
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Atomic Energy Central SchoolScience Vocational - Electrical Maintenance
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Atomic Energy Central SchoolScience
Frequently Asked Questions about Utkarsh Kumar
What company does Utkarsh Kumar work for?
Utkarsh Kumar works for Amazon
What is Utkarsh Kumar's role at the current company?
Utkarsh Kumar's current role is Data Engineering Professional.
What is Utkarsh Kumar's email address?
Utkarsh Kumar's email address is ut****@****oup.com
What schools did Utkarsh Kumar attend?
Utkarsh Kumar attended Indiana University Bloomington, University Of Mumbai, Atomic Energy Central School, Atomic Energy Central School.
What are some of Utkarsh Kumar's interests?
Utkarsh Kumar has interest in Education, Environment, Reading, Science And Technology, Painting, Music, Sketching, Human Rights, Food, Travel.
What skills is Utkarsh Kumar known for?
Utkarsh Kumar has skills like Big Data, Machine Learning, Hadoop, Data Science, Java, Hadoop Administration, Unix, Hive, Sql, Apache Spark, Business Intelligence, Hortonworks.
Who are Utkarsh Kumar's colleagues?
Utkarsh Kumar's colleagues are Lianjiang He, Charles M., Mark Guerra, Wakle Gautam, Thinh Pham, Anonym Anonym, David Garner Jr.
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