S

Shreya Gupta

CEO

Pune, Maharashtra, India17 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in big data tools and cloud technologies.
  • Proven track record in optimizing data pipelines.
  • Strong leadership in cross-functional team collaboration.
Stackforce AI infers this person is a Big Data and Cloud Solutions Architect with expertise in Telecommunications and IT Services.

Contact

Skills

Core Skills

Big DataCloud ComputingMachine LearningData ArchitectureData ProcessingData AnalyticsSoftware DevelopmentUser Experience

Other Skills

Apache HadoopApache SparkGoogle Cloud Platform (GCP)BigQueryPythonScikit-LearnHadoopSparkKafkaAmazon Web Services (AWS)AzureTensorFlowPyTorchData GovernanceData Security

About

As a seasoned Big Data Lead, I've spent my career turning massive datasets into valuable insights and innovative solutions. With a strong foundation in data architecture, analytics, and cloud technologies, I've led teams in creating scalable systems that drive business growth and efficiency. My journey spans diverse industries, from Persistent Systems to Vodafone, where I've honed my skills in big data tools like Hadoop, Spark, and Kafka, and cloud platforms like AWS and GCP. What sets me apart is my passion for using data to solve complex problems and my commitment to fostering a culture of innovation. Whether it's optimizing data pipelines, developing machine learning models, or collaborating with cross-functional teams, I thrive on challenges that push the boundaries of what's possible. Let's connect and explore how we can leverage data to make smarter, faster decisions. Key Skills: Big Data, Hadoop, Spark, Kafka, AWS, Google Cloud Platform (GCP), Data Architecture, Machine Learning.

Experience

17 yrs 11 mos
Total Experience
8 yrs
Average Tenure
1 yr 10 mos
Current Experience

Vodafone

Big Data Lead

Jul 2024Present · 1 yr 10 mos · Pune, Maharashtra, India

  • As the Big Data Lead at Vodafone, I drive data-driven innovation and optimize our data infrastructure for better business insights.
  • Key Highlights:
  • Strategic Initiatives: Leading the deployment of big data solutions using Hadoop, Spark, and Kafka.
  • Cloud Transformation: Migrating legacy systems to Google Cloud Platform (GCP) and BigQuery, enhancing data analytics.
  • Advanced Analytics: Developing machine learning models with Python and Scikit-Learn for actionable insights.
  • Cross-functional Collaboration: Streamlining data strategies across teams, improving reporting efficiency.
  • Team Leadership: Fostering a culture of innovation and improving project output by 20%.
  • These efforts are instrumental in advancing Vodafone's data capabilities and supporting agile decision-making.
Apache HadoopApache SparkGoogle Cloud Platform (GCP)BigQueryMachine LearningPython+3

Cognizant

2 roles

Big Data Lead

Promoted

Feb 2022Jul 2024 · 2 yrs 5 mos

  • As the Big Data Lead, I guide a talented team in developing and implementing cutting-edge big data solutions. My role involves strategizing and overseeing complex projects that harness data for business growth and innovation.
  • Key Highlights:
  • Strategic Leadership: Developed data strategies that boosted project efficiency by 25%.
  • Cloud Solutions: Architected scalable data platforms on AWS and Azure, improving data access and scalability.
  • Data Governance: Implemented data governance and security protocols, ensuring compliance and protecting sensitive data.
  • Advanced Analytics: Integrated machine learning models with Python, TensorFlow, and PyTorch, enabling predictive insights.
  • Team Development: Mentored team members, enhancing project delivery timelines by 40%.
  • My role has been crucial in leveraging data as a strategic asset, driving business value and fostering innovation.
Amazon Web Services (AWS)AzurePythonTensorFlowPyTorchBig Data+1

Senior Big Data Developer

May 2016Feb 2022 · 5 yrs 9 mos

  • As a Senior Big Data Developer, I took on the challenge of architecting and optimizing complex data ecosystems. My focus was on leveraging big data technologies to deliver high-impact solutions that drove business growth and innovation.
  • Key Highlights:
  • Data Architecture: Designed scalable data frameworks using Apache Hadoop, Spark, and Hive.
  • ETL Optimization: Enhanced ETL processes with Scala and Apache NiFi, boosting data processing efficiency by 50%.
  • Advanced Analytics: Built predictive models using Python and Pandas, aiding in key business decisions.
  • Cloud Migration: Transitioned data solutions to AWS, reducing costs and improving accessibility.
  • Team Leadership: Guided a team of developers, promoting innovation and best practices.
  • These efforts significantly advanced our data capabilities and supported strategic business growth.
Apache HadoopApache SparkScalaApache NiFiPythonPandas+2

Persistent systems

2 roles

Big Data Developer

Promoted

Apr 2012May 2016 · 4 yrs 1 mo · Pune, Maharashtra, India · On-site

  • As a Big Data Developer, I delved into large-scale data processing and analytics, transforming massive datasets into actionable insights. My role was all about harnessing the power of data to drive business decisions and improve operational efficiency.
  • Key Highlights:
  • Data Architecture: Designed and implemented scalable data pipelines using Hadoop and Spark, enabling efficient processing of petabytes of data.
  • Analytics & Insights: Developed advanced analytics solutions with Python and PySpark, uncovering key business trends and driving data-driven strategies.
  • Performance Tuning: Optimized data workflows and query performance, achieving up to a 40% reduction in processing times and improving overall system efficiency.
  • Real-time Data Processing: Integrated Kafka for real-time data ingestion, significantly enhancing our ability to process and analyze streaming data.
  • These achievements not only streamlined our data operations but also provided critical insights that empowered strategic decision-making across the organization.
HadoopApache SparkPythonPySparkKafkaBig Data+1

Software Developer

Jun 2008Apr 2012 · 3 yrs 10 mos · Pune, Maharashtra, India · On-site

  • In my role as a Software Developer, I focused on delivering top-notch software solutions that combined efficiency with a seamless user experience. I was hands-on in the entire software development lifecycle, from conceptualization to deployment, ensuring our projects not only met but exceeded expectations.
  • Key Highlights:
  • Innovative Solutions: Engineered scalable applications using Java and Spring, boosting team productivity by 25%.
  • Performance Optimization: Improved system performance by optimizing code and leveraging SQL database enhancements, reducing response times by 30%.
  • User Experience (UX): Redesigned interfaces with JavaScript and jQuery, leading to a 20% increase in user satisfaction and fewer support issues.
  • Tech Leadership: Pioneered the adoption of Continuous Integration and Continuous Deployment (CI/CD) pipelines, cutting deployment times by 40%.
  • My contributions significantly enhanced the performance and usability of our products, setting new standards for quality within the team.
JavaSpring FrameworkSQLJavaScriptjQuerySoftware Development

Education

CHANDIGARH UNIVERSITY

Bachelor's — computer science

Aug 2004Apr 2008

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