🔗 Microsoft Data Integration Platform

Data Wrangling &
Integration

ETL pipelines, data cleansing, and cross-system integration that unify disparate sources into a single source of truth — accelerated by AI-powered data preparation, intelligent mapping, and Microsoft Fabric.

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What I Build

From messy raw data to clean, connected, analytics-ready pipelines — built for reliability, scalability, and long-term maintainability.

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Data Cleansing & Standardization

Identify and resolve duplicates, nulls, format inconsistencies, and outliers across structured and semi-structured data — before they reach your analytics layer.

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ETL Pipeline Development

Design and build Extract, Transform, Load pipelines using SSIS, Azure Data Factory, and Power Query for automated, reliable data movement across systems.

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Multi-Source Integration

Connect and unify data from SQL Server, Excel, SharePoint, REST APIs, flat files, and cloud platforms into a single coherent, analytics-ready dataset.

Real-Time & Batch Processing

Architect both scheduled batch loads and near-real-time streaming pipelines — designed around your latency requirements and data volume.

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Data Mapping & Transformation

Document and implement field-level mappings, business rule transformations, and data type conversions between source and target systems.

Data Quality & Validation

Build automated validation rules, reconciliation checks, and audit logging to ensure data integrity end-to-end — with full traceability for compliance.

Intelligent Data Integration

Every engagement incorporates Microsoft's AI layer — reducing manual effort, surfacing data quality issues automatically, and accelerating pipeline delivery.

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Copilot for Data Factory

Generate pipeline activities, transformations, and expressions using natural language prompts in Azure Data Factory — cutting pipeline authoring time dramatically.

Azure Data Factory
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AI-Powered Data Profiling

Automatically profile datasets with Azure Purview to detect anomalies, distribution patterns, and quality issues before transformation begins — eliminating surprises mid-project.

Azure Purview

Power Query AI Transforms

Intelligent column type detection, example-based transformations, and fuzzy matching for messy data cleanup — resolving SKU mismatches and naming inconsistencies automatically.

Power Query
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Microsoft Fabric Dataflows Gen2

Next-generation cloud-scale dataflows with AI-assisted authoring, OneLake integration, and unified analytics — the modern foundation for enterprise data integration.

Microsoft Fabric

Use Cases

See how AI-enhanced Data Wrangling & Integration delivers measurable results across industries.