Shruti Sinha

Data Scientist
4years in AI/ML
8years in tech
6years with Python
Master’sHochschule Heilbronn

Overview

Senior Data & AI Engineer with experience in data engineering, database work, analytics, and cloud-based data platforms. Built ETL/ELT pipelines on Azure and implemented GenAI features including RAG and LLM-based workflows integrated into enterprise applications. Also delivered automation and BI reporting using Python, SQL, and visualization tools.
Phone

Timeline

Hochschule Heilbronn
Master's Degree · Software Engineering
2024–2026 Heilbronn, Baden-Württemberg
Senior DBA · Senior
Encora · Full-Time
Mar 2022 to Dec 2024 2 Years 9 Months Bengaluru In office
Built a scalable Azure data platform for sales analytics and AI use cases. Developed ETL/ELT pipelines using Azure Data Factory together with Azure storage and Databricks, implementing processing with PySpark, Python, and SQL. Integrated generative AI capabilities, including RAG and LLM/agentic workflows, into enterprise-facing applications.
Azure
Azure Data Factory
ETL/ELT
Python
SQL
LLM
RAG
Prompt Engineering
AI Agents
Embeddings
Senior Analyst · Senior
Ocwen Financial Corporation · Full-Time
Jan 2020 to Feb 2022 2 Years 1 Month In office
Automated business processes including reconciliation, validation, and reporting using Python, SQL, and VBA. Built Power BI and Tableau dashboards for KPI monitoring and trend analysis to support business reporting. Performed data validation and root-cause analysis to improve data accuracy and operational consistency.
Python
SQL
Power BI
Tableau
Consultant · Middle
JPMorgan Chase Bank · Full-Time
May 2019 to Nov 2019 6 Months In office
Performed SQL and Cognos-based validation and analysis of customer data to ensure accuracy, consistency, and compliance. Worked with business analysts and technical teams to translate requirements into data solutions. Helped resolve complex data-related issues by investigating and validating underlying datasets.
SQL
Cognos
Business Analyst · Middle
Breakwalls Technologies · Full-Time
Mar 2018 to Apr 2019 1 Year 1 Month In office
Worked on supply chain management reporting by consolidating data from multiple SQL Server databases. Developed and optimized SQL procedures, triggers, queries, and data models to support business intelligence and downstream analytics. Resolved production database issues and improved reliability and efficiency of SQL scripts for ongoing processing.
SQL

Projects

Customer Support Chatbot (RAG)
Designed and built a RAG-based customer support chatbot pipeline using document processing, chunking, embeddings, and vector database retrieval. Implemented semantic search and LLM-based response generation for chatbot answers. Added data quality validation checks and used logs/monitoring to perform root-cause analysis and corrective actions, with CI/CD practices using Git/GitHub.

Technical skills

Languages
2
SQL
Python
AI/ML
5
LLM
AI Agents
RAG
Embeddings
Prompt Engineering
Analytics
5
Power BI
Tableau
Azure Data Factory
Cognos
ETL/ELT
Other
22
Azure
CrewAI
LangChain
LangGraph
NumPy
Pandas
PyTorch
OpenCV
Scikit-learn
MediaPipe
MLFlow
Spark
GitHub
Databricks
Git
pySpark
Model Context Protocol
Machine Learning
CI/CD
Semantic Search
Computer Vision
Localization

Job preferences

Work permits
India
Employment type
Full-Time
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