Hello, I'm Layashree

Data Engineer & Analytics Professional

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Layashree Adepu
Boston, MA (Open to relocation)
MS in Data Analytics Engineering

About Me

I am a data professional with expertise in data engineering, analytics, and visualization. With a strong foundation in both technical and analytical skills, I excel at transforming raw data into actionable insights and building efficient data pipelines.

My experience spans across ETL processes, database management, and creating interactive dashboards. I'm passionate about using data to drive decision-making and solve complex business problems, having demonstrated success in improving data processing efficiency by up to 50% and enhancing analytical workflows.

Data Engineering

Experienced in building scalable data pipelines and optimizing ETL processes

Data Analytics

Skilled in statistical analysis and predictive modeling for business insights

Visualization

Expert in creating interactive dashboards with Tableau and Power BI

Professional Experience

Tata Consultancy Services

Mumbai, India

Data Engineer

Sep 2020 – Aug 2023

  • Designed and implemented a scalable data migration framework using Talend to transition legacy RDBMS sources into a centralized Hive Data Warehouse, resulting in a 40% improvement in migration efficiency
  • Improved data processing efficiency by 30% and enhanced accessibility by implementing Type-2 SCD logic in Hive, optimizing partition strategies, and managing Spark cluster resources to resolve performance bottlenecks in data pipelines
  • Automated job scheduling for complex data pipelines using Talend Administration Center (TAC), addressing inefficiencies in manual orchestration and improving resource allocation for operations, resulting in a 15% boost in efficiency
  • Spearheaded a cross-functional data migration team, mentoring 3 junior analysts and establishing standardized onboarding practices, which accelerated delivery timelines by 25% and improved team efficiency across multiple environments
  • Optimized complex SQL queries for data retrieval, reducing execution time by 39% and boosting performance
  • Authored 30+ Data Dictionaries and SOPs, standardizing data definitions and mitigating errors by 25%
  • Delivered continuous testing and support for workflow pipelines, reducing client-reported issues by 30%
Python
ETL
Talend
SQL
Hadoop
Hive

IST Management

Boston, MA, US

Operations Analyst

Aug 2024 – Apr 2025

  • Addressed 50+ service inquiries daily, resolved delivery issues efficiently, boosting satisfaction scores
  • Managed data entry in high-volume environment, inputting 500+ records daily, cutting tracking errors by 30%
  • Coordinated with team to streamline dispatch to lockers, improving logistics flow, reducing locker wait time
  • Responded to communication issues, standardized package handling, info sharing, improving cross-shift efficiency
  • Identified inconsistencies in incoming mails, flagged and corrected them in real time, increasing tracking accuracy
  • Conducted informal audits of locker usage, reorganized dispatch schedule, enhancing locker availability and access
  • Ensured compliance with package handling standards, reducing error rates and supporting quality assurance
Customer Service
Data Entry
Logistics Management
Problem Resolution
Quality Assurance
Process Improvement
Communication Skills

Technical Skills

Python
SQL
AWS Glue
MySQL
Oracle DB
PostgreSQL
MongoDB
HBase
Hive
Talend
Apache Airflow
Databricks
Apache Spark
Git/GitFlow
Alteryx
dbt
AWS
Azure
Azure Data Factory
Azure Synapse Analytics
AWS Lambda
GCP BigQuery
Azure Databricks
AWS S3
Azure Data Lake
Machine Learning
Statistical Analysis
Predictive Modeling
Time Series Analysis
A/B Testing
Feature Engineering
Cluster Analysis
Regression Analysis
Tableau
Power BI
Matplotlib
Plotly
Looker
Excel
Qlik Sense
Google Data Studio

Projects and Certifications

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Let's Connect

I'm always open to interesting conversations or collaborations — feel free to reach out!