Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Extracurricular Activities
Timeline
Generic

Shruthi Rajendran

Coimbatore

Summary

Data Engineer and Analytics Professional with 3+ years of experience in automation, cloud/on-prem pipelines, and workflow optimization. Currently expanding into AI/ML to design smarter, insight-driven data systems. Eager to contribute in hybrid engineering-analytics roles with measurable real-world impact.

Overview

5
5
years of professional experience

Work History

Data Engineer II

Cisco Systems India Pvt. Ltd.
Bangalore
12.2024 - Current
  • Person API, Designed a hybrid model combining classical Machine Learning techniques, rule-based logic, and LLM prompting to classify entity names as Person, Company, Military, or Government. Achieved 90%+ projected accuracy on over 1M name records, enabling intelligent entity recognition across enterprise systems.
  • Solr Sync Framework, Developed and optimized a Solr based data synchronization framework using PL/SQL, Python, and Quartz. Indexed 19M+ customer records daily from Oracle to Solr, enhancing search accuracy by 20% and reducing indexing time by 35%.
  • Customer Classification Pipeline, Built an end-to-end automated pipeline using PL/SQL, Python, and Quartz to load and cascade AI classification attributes across 500K+ customer records. Improved data propagation speed by 40% and reduced manual effort by 90%, enabling AI-driven insights for over 100 subsidiaries per customer.

Data Engineer I

Cisco Systems India Pvt. Ltd.
Bangalore
08.2022 - 11.2024
  • GCP Search App Migration, Led migration of enterprise search application to Google Cloud Platform (Cloud Run, Cloud Functions, BigQuery), achieving 25% lower infrastructure costs and 40% faster search response times while modernizing legacy architecture.
  • Data Consolidation & Quality Automation, Automated hierarchical data realignment and consolidation using Python and SQL, standardizing records with business rules to unify over 1M+ customer entries. Enhanced data quality and consistency, reducing reconciliation effort by 60% and improving accuracy by 25%.
  • Snowflake Authentication Refactor, Redesigned Snowflake authentication from basic to role-based access, with built-in retry mechanisms and exception logging. Increased job reliability by 40% and ensured enterprise-grade security compliance.

Data Engineering Intern

Cisco Systems India Pvt. Ltd.
Bangalore
01.2022 - 06.2022
  • Developed and optimized high-volume customer data ingestion pipelines using SQL, Python, and Snowflake, processing 1M+ records daily. Automated ETL workflows with Quartz, enhancing data accuracy by 15% and reducing pipeline latency by 20%.

Marketing Analyst Intern

Hudson's Bay Services Pvt. Ltd.
Bangalore
06.2020 - 12.2020
  • Developed dynamic Tableau dashboards to deliver weekly revenue insights across the organization, ensuring company-wide visibility. Implemented machine learning models for cart abandonment analysis on Amazon SageMaker, increasing recovery rates by 15% and positively impacting monthly sales performance.

Education

Master of Science - Data Science

PSG College of Technology
Coimbatore, Tamil Nadu
05.2022

Higher Secondary -

Avila Convent Matric Hr. Secondary School
Coimbatore, Tamil Nadu
03.2017

Skills

  • Python and SQL
  • Data analysis with Pandas and NumPy
  • Machine learning with Scikit-learn
  • Database management: Oracle, Snowflake, BigQuery
  • Message streaming: Kafka and Solr
  • Job scheduling: Quartz Scheduler and BMC Control-M
  • Cloud computing: Google Cloud Platform
  • Version control with Git
  • API development and testing with REST APIs and Postman
  • AI models: Transformer models and generative AI
  • LLM fine-tuning and prompt engineering
  • Excel for analytics

Accomplishments

  • Achieved near-max Individual Performance Factor (IPF) ratings annually, reflecting consistent excellence and key contributions to team success.
  • Received the Connected Recognition award 10 times for delivering data-driven solutions that enhanced analytical accuracy and drove project success.

Extracurricular Activities

  • Performed in the Kathak Annual Showcase, 2024, Coimbatore
  • Led college events via Entrepreneurs Club & Dept Culturals
  • Volunteered with NGOs for community service and tree plantation drives
  • Won the Overall Sports Trophy (2015) at the school level, and secured 2nd place in the School Science Exhibition (2013)

Timeline

Data Engineer II

Cisco Systems India Pvt. Ltd.
12.2024 - Current

Data Engineer I

Cisco Systems India Pvt. Ltd.
08.2022 - 11.2024

Data Engineering Intern

Cisco Systems India Pvt. Ltd.
01.2022 - 06.2022

Marketing Analyst Intern

Hudson's Bay Services Pvt. Ltd.
06.2020 - 12.2020

Master of Science - Data Science

PSG College of Technology

Higher Secondary -

Avila Convent Matric Hr. Secondary School

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Shruthi Rajendran