Neha Gupta

Neha Gupta Email and Phone Number

Experienced Lead Data Engineer transitioning to NLP | Proficient in GCP, Apache Spark, Airflow, Python | Focus on Data Optimization Techniques | Exploring NLP with Master's Studies | Practitioner of Mindfulness @ Vesta Insights
Neha Gupta's Location
Dublin 9, County Dublin, Ireland, Ireland
About Neha Gupta

With over 9 years of experience in developing and managing big data applications, I am a data engineering leader who is passionate about leveraging advanced technologies to solve complex business problems. I have successfully delivered data solutions for clients across various domains, such as retail, media, and e-commerce, using Google Cloud Platform, Apache Spark, Apache Airflow, Apache Beam, and Hadoop Ecosystem.As a former Director at Decision Culture, I worked closely with the leadership team to identify and pursue growth opportunities, build strong client relationships, and ensure effective project execution. I also led a team of data engineers and analysts, and optimized queries and data pipelines to reduce job runtime by 60%, increase team productivity by 20%, and improve data accuracy by 35%-40%. I hold certifications from Cloudera, and Google Cloud, and I am currently pursuing a Master's degree in Natural Language Processing at Dublin City University, where I aim to deepen my knowledge and skills in this exciting and rapidly evolving field.

Neha Gupta's Current Company Details
Vesta Insights

Vesta Insights

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Experienced Lead Data Engineer transitioning to NLP | Proficient in GCP, Apache Spark, Airflow, Python | Focus on Data Optimization Techniques | Exploring NLP with Master's Studies | Practitioner of Mindfulness
Neha Gupta Work Experience Details
  • Vesta Insights
    Data And Nlp Engineer
    Vesta Insights May 2024 - Present
    Ireland
  • Decision Culture
    Director
    Decision Culture Feb 2023 - Oct 2023
    India
    Work closely with leadership team in business development by effectivelybuilding strong relationships with clients and identifying opportunities for growth within theclient.Effective project execution of all the projects assigned by Decision Culture & it’s clients.
  • Decision Culture
    Senior Data Engineer
    Decision Culture Jul 2021 - Jul 2023
    India
    Client - The Home Depot a) Optimized queries in Google Big Query and Cloud Composer strategies to reduce job runtime by 60%.b) Analyzed and automated tasks to eliminate manual participation, leading to a 20% increase in team productivity.c) Developed data pipelines capable of processing terabytes of data on a daily basis.
  • Cybage Software Private Limited Kalyaninagar,Pune
    Senior System Analyst
    Cybage Software Private Limited Kalyaninagar,Pune Oct 2020 - Jul 2021
    Collaborated with cross-functional teams to identify and resolve data-related issues, resulting in a 35%-40% improvement in data accuracy.Developed batch and streaming data pipelines using Google Dataflow and BigQuery for media using python programming language on Google Cloud Platform.Organized and led a Big Data Training program on GCP for a group of 10 client associates.
  • Cybage Software Private Limited Kalyaninagar,Pune
    System Analyst
    Cybage Software Private Limited Kalyaninagar,Pune Jul 2018 - Oct 2020
    Developed visualization and dashboards using Tableau for end customers for consolidated view of sales and granular insights.Implemented and improved a monitoring and alerting system to proactively detect and handle failures in an efficient manner
  • Mobitv
    Lead Big Data Engineer
    Mobitv Aug 2018 - Jul 2021
    Developed visualization and dashboards using Tableau for end customers for consolidated view of sales and granular insights.Implemented and improved a monitoring and alerting system to proactively detect and handle failures in an efficient manner
  • Xoriant
    Big Data Developer
    Xoriant Dec 2017 - Jul 2018
    Pune, Maharashtra, India
    a) Involved in Data Modeling and Structuring of Hive Tables for storage and run-time optimization by 30%.b) Possess extensive experience in automating and scheduling workflows to streamline processes and improve overall efficiency.c) Efficiently conducted calls and presented in-person and virtual meetings to facilitate project activities as needed, whether on-site or off-site
  • Tata Consultancy Services
    Senior Developer - Big Data|Hadoop|Spark|Python|Hive|Oozie|Pig|Sql|Sqoop
    Tata Consultancy Services Feb 2014 - Dec 2017
    Pune Area, India
    Conceptualized, designed and Developed various Big Data Application.Project 1: eCommerce Application Development• Developing Application for eCommerce System using Big data|Hadoop|Spark|Python|Hive• Collecting data from various sources from panellists and ePOS Feeds• Loading data into HDFS from various sources ie (Sqoop data from databases), (Ingesting files) etc. • Storing and Validating the data through SparkSQL/HiveQL.• Transforming data using Spark.• Projecting the sales of data Project 2: Big Data Application Development (Mainframe Data Migration)• Migrating Mainframe data to Hadoop File System using Big data|Hadoop|HDFS|Pig|Hive|Oozie• Processing the data using Pig Script.• Storing and accessing the data through Hive.• Loading the final data into Netezza.Project 3: EDW Hadoop Migration• Migrating data from Teradata to Hadoop File System using Big data|Hadoop|Map Reduce|Pig|Impala|Sqoop• Processing Data using Map Reduce • Loading Historical data into HDFS using Sqoop. • Processing the data through Impala.Project 4: Python FrameworkDeveloped Quippy, a python based framework. The framework facilitates smooth ingestion by providing interfaces to integrate seamlessly with Hive, Pig, SparkSQL, Oracle, MySql and other query languages.It also provides effective Unit testing and functional testing interfaces by integrating with PyTest and pytest-html.Continuous Integration abilities are integrated using JenkinsData profiling/validation abilities are integrated.Ability to run on Cluster and/or locally.Reusable across multiple projects.

Neha Gupta Education Details

Frequently Asked Questions about Neha Gupta

What company does Neha Gupta work for?

Neha Gupta works for Vesta Insights

What is Neha Gupta's role at the current company?

Neha Gupta's current role is Experienced Lead Data Engineer transitioning to NLP | Proficient in GCP, Apache Spark, Airflow, Python | Focus on Data Optimization Techniques | Exploring NLP with Master's Studies | Practitioner of Mindfulness.

What schools did Neha Gupta attend?

Neha Gupta attended Dublin City University, G L Bajaj Institute Of Management & Research, St.conrad's Inter College, St. Conrad's Inter College.

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