SAURABH KHAWAL
@saurabhkhawal
Data Engineer with 3+ years building scalable ETL/ELT pipelines and GenAI-powered enterprise assistants on AWS.
What I'm looking for
I’m a Data Engineer with 3+ years of experience designing scalable ETL/ELT pipelines, cloud-native data platforms, data migration solutions, and GenAI-powered applications. I focus on building reliable, secure data workflows and turning natural-language needs into actionable analytics.
At Tata Consultancy Services, I designed and implemented scalable ETL/ELT pipelines using AWS Glue, AWS Lambda, Amazon S3, Python, and SQL for enterprise analytics and reporting. I built an enterprise LLM-powered Text-to-SQL assistant enabling business users to query enterprise data using natural language, delivered as an AWS POC.
I’ve consistently improved performance and reduced cost—optimizing ETL workflows, SQL queries, and PySpark transformations to improve processing performance by up to 3x, and automating AWS operational processes with Python to reduce annual cloud expenditure by more than 2,900 dollars. I also built an AI-powered Knowledge Transfer and Service Request automation assistant, saving approximately 18k dollars annually by eliminating repetitive manual effort.
I bring strong cloud and GenAI tooling to production projects, including AWS Bedrock, RAG, and LLM-based solutions. I hold AWS Certified Data Engineer – Associate, AWS Certified Developer – Associate, and AWS Certified AI Practitioner, and I’m continuing to deepen my expertise through my MCA at ASMA Institute of Management, Pune.
Experience
Work history, roles, and key accomplishments
Designed and implemented scalable ETL/ELT pipelines using AWS Glue, AWS Lambda, Amazon S3, Python, and SQL for enterprise analytics. Built an LLM-powered Text-to-SQL assistant and optimized ETL workflows, SQL, and PySpark transformations to improve processing performance up to 3x while automating AWS operations to reduce cloud spend.
Text-to-SQL AI Chatbot
Developed a production-ready Text-to-SQL AI chatbot using enterprise AI platforms with LLMs and RAG. Enabled natural language interaction with structured enterprise datasets while maintaining governance and security standards.
Memorylane Therapy Assistant Project
Built an end-to-end GenAI-powered therapy generation application for Alzheimer’s patients. Used AWS Bedrock to generate personalized therapy content and integrated AWS Polly for audio generation, exposing REST/WebSocket APIs via API Gateway and deploying on scalable AWS infrastructure.
Education
Degrees, certifications, and relevant coursework
ASMA Institute of Management
Master of Computer Applications, Computer Applications
2024 - 2026
Pursuing an MCA (Master of Computer Applications) program at ASMA Institute of Management in Pune from 2024 to 2026.
Deogiri College
Bachelor of Computer Science, Computer Science
2020 - 2023
Completed a BCS (Bachelor of Computer Science) program at Deogiri College in Chh. Sambhajinagar from 2020 to 2023.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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