I build the data infrastructure that businesses depend on. From ingesting Guidewire CDA insurance events in near-real-time to migrating 100+ legacy DataStage jobs to AWS, my work spans the full data engineering stack: ingestion, transformation, Lakehouse architecture, observability, and production delivery.
Across Insurance, Healthcare, and Financial Services, I've learned what separates pipelines that look good in demos from platforms that hold up at 3am. It comes down to governance, observability, and metadata-driven design. That's where I focus.
24 certifications across Azure, Databricks, AWS, and GCP are not a collection. They reflect a deliberate investment in understanding every layer of the modern data stack well enough to make the right architectural call, not just the fastest one.
Near-real-time ETL from complex source systems: Guidewire CDA, hospital EHRs, legacy DataStage jobs, and financial feeds. 
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Medallion Lakehouses built for auditability, scale, and zero data loss from Bronze through Gold. 
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Production-grade pipelines with built-in observability, CI/CD, and automatic failure recovery. 
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| Project | Stack | What it shows |
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| Guidewire Claims Lakehouse | Databricks, ADF, Unity Catalog | CDC MERGE, SCD Type 2, metadata-driven control framework |
| Healthcare RCM Pipeline | Databricks, ADF, ADLS | Multi-hospital common data model, star schema, incremental loads |
| AWS DataStage Modernization | Glue, Step Functions, Lambda, Redshift | Event-driven migration of 100+ legacy jobs |
| Urdu Narrative Generation (MSc) | HuggingFace, LoRA | Fine-tuning on a single GPU, ROUGE-L +7 to 10% |
| Microsoft Azure | 10 Certifications |
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| Databricks | 4 Certifications |
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| Amazon Web Services | 3 Certifications |
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| Google Cloud | 7 Certifications |
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| Period | Company | Client | Key Contribution |
|---|---|---|---|
| Dec 2025 – Present | Exavalu | Slide Insurance | Near-real-time Guidewire CDA pipeline cutting data latency from daily to hourly; custom ABC observability and failure-recovery framework |
| Dec 2024 – Oct 2025 | Capgemini | Vanguard | Migrated 100+ legacy DataStage jobs to AWS Glue: 40% faster runtime, 25% cost reduction |
| Jun 2021 – Nov 2024 | Millenium Intech | Verto | Built a Common Data Model unifying 3+ hospital systems for cross-facility financial and operational analytics |
| Oct 2018 – Apr 2021 | Sufooh Al Madinah | Publix | End-to-end on-prem SQL Server to Azure Synapse Lakehouse migration with Medallion architecture and Airflow orchestration |
| Degree | Institution | Year |
|---|---|---|
| Master of Science in Data Science | Liverpool John Moores University | 2024 – 2025 |
| Executive PG Programme in Data Science | IIIT Bangalore | 2022 – 2023 |
| Bachelor of Technology in Mechanical Engineering | Aligarh Muslim University | 2014 – 2018 |
Available for data engineering engagements: Lakehouse builds, cloud migrations, pipeline modernization, and technical advisory across Insurance, Healthcare, and Financial Services.