Alekya Reddy

About Alekya Reddy

I’m a Data Engineer with 4+ years of experience designing and optimizing large-scale data pipelines, real-time analytics platforms, and BI solutions across cloud and on-premise environments. My passion lies in transforming raw data into actionable insights that drive smarter business decisions. What I Do Best Data Engineering & ETL → Designing batch & streaming pipelines with Kafka, Spark, dbt, and Airflow to transform messy data into high-performance, analytics-ready assets. Cloud & Big Data → Crafting cost-smart data ecosystems on AWS, GCP, Azure, Snowflake & Hadoop — scaling storage & compute without breaking budgets. Analytics & BI → Turning complex datasets into powerful dashboards in Power BI, Tableau & Looker that let decision-makers spot trends in seconds.🤖 Automation & Scalability → Engineering self-healing workflows and monitoring systems that keep data flowing, costs low, and platforms always reliable.🧠 ML & AI Applications → Applying predictive models, NLP, and advanced analytics to decode patterns, forecast outcomes, and turn data into strategy. What Drives MeSolving real-world problems by making data simple, reliable, and accessible.Partnering with cross-functional teams to bridge the gap between technical complexity and business impact.Building systems that scale — not just for today’s needs, but for the future. My MissionTo deliver data solutions that empower organizations to innovate, grow, and create measurable impact. Always open to connect with data professionals, recruiters, and organizations looking to leverage analytics for transformation.#DataEngineering #Cloud #Analytics #SQL #Python #PowerBI #Tableau #Snowflake #BigData #ETL #MachineLearning #DataVisualization

Experience

1. Business Data Analyst

   Imply

   Aug 2024 — Present · US

   Designed and deployed batch and streaming pipelines with Kafka, Spark, Airflow, and Apache Druid, enabling sub-second query performance on terabyte-scale datasets.• Developed cloud data solutions on AWS, GCP, and Azure, cutting infrastructure costs by 50% while maintaining high availability.• Built observability and monitoring frameworks to track ingestion health, query performance, and cluster utilization.• Partnered with client-facing teams to deploy and scale analytics platforms for enterprise customers, including Pepsi, Zillow, and Splunk.• Contributed to the Apache Druid open-source community, improving scalability, load balancing, and query performance.

Education

• St. Joseph's Degree & PG College

  Bachelor of Commerce - BCom, Information Technology

  2017 — 2020

• Sacred Heart University

  Master's degree, Computer and Information Sciences and Support Services