Open to opportunities

Namratha Shenoy

@namrathashenoy

Message

I build reliable cloud data pipelines and analytics-ready data products.

India

Message

What I'm looking for

I'm looking for fast-moving teams where I can own reliable cloud data products, improve data quality and operational robustness, and build scalable batch and streaming pipelines that power analytics and AI/ML workflows.

I've delivered production data pipelines and curated data products across Azure and AWS, most recently at RD Solutions. I redesigned a high-volume ETL workflow across 50+ tables, reducing processing time from 30 minutes to 6 minutes and accelerating downstream reporting SLAs.

I build batch and streaming systems with Databricks, PySpark, Delta Lake, Kafka, ADLS, and Apache Airflow. At Junglee Games, I helped migrate 20–30 streaming jobs from EMR to Databricks, improving job performance by 60–70% while translating Scala Spark workloads to PySpark.

Across Deloitte and Wipro, I've translated business requirements into dependable data flows, strengthened data quality and reconciliation, and improved legacy pipeline reliability. I care about observability, governance, recovery, and analytics-ready data products that support downstream AI/ML and decision-making.

Experience

Work history, roles, and key accomplishments

Data Engineer I

RD Solutions

Sep 2024 - Jul 2026 (1 year 10 months)

Redesigned a high-volume ETL workflow spanning 50+ tables by introducing a thread-pooling mechanism, cutting end-to-end processing time from 30 minutes to 6 minutes. Architected an end-to-end Alerts pipeline using Azure Databricks, ADLS, and Delta Lake, processing 1–2 GB of data weekly.

ETL Thread Pooling Azure Databricks ADLS Delta Lake PySpark Spark SQL Medallion Architecture Data Quality Data Governance AI Tooling Claude Copilot

Data Engineer - I

Junglee Games India Pvt. Limited

Apr 2024 - Sep 2024 (5 months)

Led migration of streaming jobs from EMR to Databricks, improving job performance by 60-70%. Built real-time ingestion pipelines using Kafka and Databricks Autoloader, and migrated critical pipelines to Delta Lake.

Scala PySpark Databricks Kafka PostgreSQL MongoDB Delta Lake Airflow Parquet JSON EMR Data Migration Pipeline Optimization Schema Evolution Checkpointing Incremental Load

Executive

Deloitte India

May 2023 - Apr 2024 (11 months)

• Designed transformation logic and validation rules for 1–2 analytics pipelines across 4–5
stakeholder teams; conducted root cause analysis on data quality issues to achieve clean,
on-time delivery and reduced manual data checking for the team.
• Performed SQL review, data quality checks, and pipeline logic verification during release
cycles.

Data Engineer

Wipro Technologies

Mar 2021 - May 2023 (2 years 2 months)

• Delivered 4 end-to-end ETL/ ELT pipelines across relational, flat-file, and semi-structured
sources; overhauled a legacy pipeline with a historically high error rate, driving it down
from 70% to 20% through targeted fixes and improved transformation logic.
• Orchestrated Databricks pipelines through Azure Data Factory, enabling automated daily.