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Shrey UserSU
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Shrey User

@shreymarwaha

Senior Data Engineer | Azure - Databricks - PySpark | 8 yrs | Payments & CPG

India
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What I'm looking for

I'm open to remote roles where I can build and own scalable Azure, Databricks, and Spark data platforms, lead engineering teams, partner with stakeholders, and apply GenAI through chatbots, agents, and AI-assisted development.

At Fractal Analytics, I build and lead large-scale Azure, Databricks, and Spark data solutions for global CPG and payments clients. My pipelines power daily Power BI reporting across 10+ EU markets and process 5–10 TB of payments data across risk, fraud, customer, and market domains.

I've delivered 13+ end-to-end BI solutions and led a legacy Hive-to-Spark migration that reduced pipeline runtime by 66% and manual effort by 50%. I also built a RAG-based chatbot over a project knowledge base, helping drive an estimated 20% productivity gain for the team.

I stay hands-on with PySpark, Airflow, SQL, Azure Data Factory, Synapse, Databricks, and Hadoop while leading engineering teams of up to six people. I work directly with business stakeholders, translate country-specific requirements into pipeline logic, and guide architecture, code reviews, sprint planning, and delivery strategy.

Earlier, I automated Python and SQL analytics pipelines at Escalent and managed production Hadoop clusters at Infosys. I'm Microsoft-certified in Azure and Fabric data engineering, Claude Certified, and actively applying GenAI through chatbots, agents, and AI-assisted engineering practices.

Experience

Work history, roles, and key accomplishments

Fractal logoFR
Current

Senior Data Engineer | Project Lead

Apr 2024 - Present (2 years 4 months)

Building and leading DE & BI delivery for two enterprise clients.

CPG Client - Azure, Synapse, Databricks | Sep 2025 – Present
· End-to-end pipelines for 10+ EU markets (ADLS + ADF + Synapse) powering 8 daily-refresh Power BI reports for the client's sales team.
· Built a PySpark data quality framework in Databricks - quality, integrity & historical checks with automated stakeholder email reports

Fractal logoFR

Data Engineer | Team Lead

Apr 2022 - Mar 2024 (1 year 11 months)

– Built a complete ETL pipeline in PySpark + Airflow for acquiring bank portfolio analytics – handling requirement gathering, Spark/Airflow
backend, and data modelling for powering a Tableau report
– Authored and streamlined technical + process documentation on Confluence covering development patterns, deployment guides,
onboarding and project management SOPs – covering end-to-end team operations.

Escalent logoES

Senior Analyst - Data Engineer

Jul 2021 - Apr 2022 (9 months)

– Automated daily data ingestion and cleaning via Python ETL pipelines – eliminated multiple days of recurring manual effort per cycle.
– Built SQL and Python pipelines for customer behaviour analysis, cutting insight generation and reporting time by 60%.

Escalent logoES

Data Science-Analyst

Oct 2019 - Jul 2021 (1 year 9 months)

Worked as Data Science-Analyst at Escalent.

IN

System Engineer

Dec 2017 - Oct 2019 (1 year 10 months)

Worked as a Big Data Administrator in the Data and Analytics Department, with a Fortune 500 client.
- Responsible for managing the Hadoop Ecosystem (total 60 on-premise clusters, 7000+ nodes)
- Led a sub-team of 3 senior engineers within 4 months of joining; drove Ansible automation training for the complete 10-member team

MediaAgility logoME

Software Development Intern

Jan 2017 - Jun 2017 (5 months)

Interned as a backend engineer, working with technologies such JAVA, AWT, Servers, JSP and SQL
- Involved in development of automation scripts to reduce the large-scale manual workloads
- Developed an end-to-end platform (both frontend and backend) for the team to log & collate information into a SQL database for app deployment to Google and IOS app stores.

Education

Degrees, certifications, and relevant coursework

Thapar University logoTU

Thapar University

Bachelor of Engineering, Electronics and Communication Engineering

2013 - 2017

Grade: 6.81

GS

Gyan Bharati School

Science with Economics

1999 - 2013

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