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Kaushik User

@kaushik47

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I build cloud-native data pipelines and production AI integrations that improve data quality and operational outcomes.

India

Message

I've built real-time claims and payments pipelines at Intellirev using Python, GCP, BigQuery, and ML-driven workflows, achieving 99.9% data uptime and reducing manual reconciliation by 40%.

Previously, I developed fraud detection and ETL platforms at BNY Mellon and analytics systems at Awaywegoo, improving fraud recall, query performance, reporting speed, and data throughput.

Experience

Work history, roles, and key accomplishments

AI Data Engineer

Intellirev

May 2024 - Jul 2026 (2 years 2 months)

Built real-time ETL pipelines in Python orchestrated via Cloud Functions and Cloud Scheduler, achieving 99.9% data uptime while processing $1M+ in annual claims. Integrated ML models and LLM-based agents into ELT workflows, cutting manual reconciliation time by 40% and flagging 95% of billing anomalies.

Python Pandas scikit learn Cloud Functions Cloud Scheduler GCP BigQuery Cloud Storage Datastream Data Quality ETL ELT Machine Learning LLM AI Agents HIPAA

Data Engineer

BNY Mellon

Jul 2023 - Mar 2024 (8 months)

Engineered an end-to-end fraud detection pipeline in Python, applying SMOTE-based class rebalancing to improve fraud recall from 65% to 85% on 250,000+ transaction records. Built and maintained ETL pipelines on Databricks, reducing query times by 20-40% through optimization and automation.

Python Pandas scikit learn SMOTE Random Forest Databricks PySpark SQL ETL Data Governance Data Catalogs MLlib Spark

Data Analyst

Awaywegoo

Jul 2019 - Jul 2021 (2 years)

Engineered ETL pipelines and complex SQL transformations within MySQL, increasing data throughput by 40% and cutting BI reporting latency by over 2 days. Built reusable dashboard templates for investment teams and architected an enterprise PostgreSQL analytics platform executing 10K+ monthly queries.

ETL SQL MySQL PostgreSQL Data Analysis Dashboarding Business Intelligence Tableau Google Analytics

Education

Degrees, certifications, and relevant coursework

Stevens Institute of Technology

Master's, Information Systems

2021 - 2023

Pursued a Master's degree in Information Systems, focusing on the intersection of technology and business to drive data-driven solutions.

Mumbai University

Bachelor's, Computer Engineering

2016 - 2019

Earned a Bachelor's degree in Computer Engineering, building a strong foundation in software development and systems design.

Databricks

Databricks Certified Generative AI Engineer Associate, Generative AI Engineering

Certified as a Databricks Certified Generative AI Engineer Associate, demonstrating proficiency in designing and deploying LLM-enabled solutions with Databricks tooling.