Headline

AI-Ready Data Engineer | Azure • Snowflake • Python • dbt • LLM/GenAI Integration | Turning Pipelines into AI Infrastructure

About

I build data pipelines that run in production and increasingly, pipelines that power AI. I'm a Data Engineer at Consero Global, where I design cloud-native ETL systems on Azure and Snowflake and integrate LLMs directly into enterprise workflows. Recent impact: - Replaced a 200+ connector Fivetran ETL setup with an event-driven Azure Durable Functions + Logic Apps pipeline cutting monthly data integration costs from $3,000+ to under $50 - Integrated Gemini LLM into AP Vendor Bill Automation, improving invoice processing accuracy by 30–35% and eliminating manual retraining cycles - Designed a credit memo automation workflow that reduced finance operational workload by 1.5 FTE - Built and maintain CI/CD pipelines and observability for Azure Functions and Snowflake across DEV, UAT, and PROD Core stack: Python, SQL, Azure (Durable Functions, Logic Apps, Storage, Key Vault, DevOps), Snowflake, dbt, Fivetran, API integrations, LLM integration (Gemini, Azure Document Intelligence) Outside of work, I build applied ML projects a collaborative-filtering recommendation engine and an Isolation Forest-based fraud detection system to keep growing into full AI/ML engineering. Always happy to connect with people working on data infrastructure, LLM integration, or production ML systems.

Location

Bengaluru

AI stack

claude code

cursor

gemini

Work experience

Data Engineer at Consero Global, Jun 2025 - Present · 1 y 4 mo, Hybrid, - Integrated Gemini LLM into AP Vendor Bill Automation, improving invoice processing accuracy by 30–35% and eliminating manual retraining cycles - Replaced a 200+ connector Fivetran ETL setup with event-driven Azure Logic Apps + Durable Functions, cutting monthly data integration cost from $3,000+ to under $50 - Designed and deployed a credit memo automation workflow, reducing operational workload by 1.5 FTE - Implemented CI/CD pipelines and error handling for Azure Functions and Snowflake across DEV, UAT, and PROD - Designed and built a Python-based data migration utility with SQLite-backed logging, validation, and progress tracking to orchestrate a ~17TB data transfer to a target drive — completed end-to-end testing and handed over to IT for operational use

Data Engineer at Consero Global, Jun 2024 - May 2025 · 1 yr, On-site, - Built AP Vendor Bill Automation using Azure Durable Functions for invoice scanning, vendor mapping, and bill creation - Integrated Sage Intacct, Azure SQL DB, and Google Drive APIs with Snowflake using Fivetran and dbt - Built Snowflake logging and monitoring frameworks for pipeline observability

Education

Bachelor of Technology - BTech, Computer Science And Engineering (Data Science), Presidency University Bangalore