Satish Fulwani

Satish Fulwani

Staff Data Engineer | Azure | AWS | Databricks

Pune, Maharashtra  |  8+ years

I build cloud-native data platforms on Azure and AWS - lakehouses on Databricks and Snowflake, realtime pipelines with Kafka and Lambda, production GenAI and LLM workflows, and agent skills and automations for engineering teams.

1+ TB
Migrated with zero downtime
1.5M
Media assets to AWS
Team of 3
Led platform modernization

Selected Work

Consulting data platforms, insurance modernization, media migration, and global nutrition analytics

Nagarro · Consulting engagement

Consulting data platform

AWS and Terraform infrastructure, production LangChain RAG bot, Kafka realtime streaming into Snowflake, and agent skills to automate engineering work.

  • RAG bot on Snowflake Cortex AI
  • Kafka + Lambda streaming analytics
  • Agent skills and workflow automations
Nagarro · Insurance

Azure & Databricks modernization

Led migration off legacy on-prem pipelines with Azure Data Factory orchestration and Databricks ETL for a regulated insurance program.

  • 1+ TB migrated with zero downtime
  • Led team of 3 on platform cutover
  • ADF + PySpark lakehouse patterns
Accenture · Media & Entertainment

Serverless media migration

Event-driven AWS architecture to ingest on-prem assets at scale with Lambda, SQS, and DynamoDB while keeping cost and ops overhead low.

  • 1.5 million assets migrated safely
  • Lambda + SQS event pipelines
  • ~$100 migration overhead via serverless design
Deloitte · Nutrition

AWS data lake & reporting

Big-data pipelines aligned to business needs using Glue, crawlers, Athena, and S3, with paths into ML notebooks on SageMaker.

  • Glue + Athena lakehouse ETL
  • Feeds to ML model pipelines
  • Near real-time executive reporting

Personal Projects

Smaller builds and research - ETL, analytics, platforms, and deep learning

AI Travel Planning Assistant

RAG + MCP travel agent: LangChain, ChromaDB, Azure OpenAI, Streamlit, Docker.

LangChain RAG

Football Match Data Scraper

Web scraping and Pandas transforms into clean CSV for analysis.

Python Beautiful Soup

COVID-19 India Analysis

REST API ingestion to animated time-series visualizations.

Pandas Matplotlib

Fruit Classifier

MTech thesis: transfer learning on AWS with Keras CNNs.

Keras AWS

Event management platform

Scalable event app: AI chatbots, attendee connections, attendance, and networking.

AI chat Full stack

Experience

Feb 2023 – Present

Staff Data Engineer

Nagarro India Pvt Ltd · Consulting engagement

AWS, Terraform, LangChain bot, realtime streaming, and agent automations.

  • Production RAG chatbot with LangChain and Snowflake Cortex AI over business documents.
  • Realtime pipelines: Kafka, Lambda, and Snowflake for analytics.
  • Terraform-managed AWS (S3, Lambda, API Gateway) integrated with Snowflake BI.
  • Agent skills and automations to accelerate engineering delivery and ops.
Feb 2023 – Present

Staff Data Engineer

Nagarro India Pvt Ltd · Insurance

Asia’s largest insurance company - Azure Data Factory and Databricks modernization.

  • 1+ TB legacy migration to Azure SQL & Snowflake, zero downtime; led team of 3.
  • Azure Data Factory orchestration and Databricks / PySpark ETL at scale.
  • Data governance, quality SLAs, and observability on production Azure pipelines.
Aug 2021 – Feb 2023

Data Engineer Consultant

Deloitte ILLP

Dutch nutrition company - big data aligned to evolving business requirements.

  • ETL on AWS Data Lake with Glue, Crawlers, and Athena.
  • Hadoop sandboxes with Glue Dev Endpoints and SageMaker.
  • Pipelines feeding multiple ML models.
  • Near real-time reporting for executive decisions.
Oct 2018 – Aug 2021

Big Data Engineer

Accenture Pvt Ltd

US media & entertainment - serverless migration of static assets to S3.

  • Event-driven AWS with Lambda, SQS, and DynamoDB.
  • Framework for 1.5 million media assets to the cloud.
  • Utility to compress and upload 60GB packages to DAM.
  • ~$100 migration overhead via serverless design.

About

Staff Data Engineer with 8+ years building production data platforms across insurance, media, and nutrition.

I work end-to-end: requirements, modeling, Azure Data Factory, Databricks, PySpark, AWS (Glue, Lambda, S3), CI/CD, and testing. I mentor engineers and keep data quality high.

At Nagarro I led a team of 3 to replace a legacy on-prem platform on Azure - 1 TB migrated with zero downtime and faster executive analytics.

Tech Stack

Tools used in production across cloud, big data, and AI

Data Engineering

PySpark Snowflake Kafka Databricks SQL Pandas

Cloud & DevOps

AWS Azure Terraform Jenkins CI/CD Serverless

GenAI & ML

RAG Pipelines LangChain Vector DBs Python Keras

Credentials

Certifications, education, and recognition

GCP Certified Cloud Digital Leader

AWS Certified Machine Learning - Specialty

AWS Certified Cloud Practitioner

AWS Certified Developer - Associate

ML Advanced Nanodegree (Udacity)

Brightest Mind - Nagarro

2nd Prize - Accenture AI Hackathon (2019)

Double APEX Award - Delivery & Margin

MTech, Data Science & Engineering

BITS Pilani · 2021 – 2023

BE, Computer Science

Mumbai University · 2014 – 2018

Get In Touch

Reach out to discuss data engineering, cloud data platforms, or collaboration on high-scale analytics and pipeline work.


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