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Turning data into business insights with BI & analytics
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Turning data into business insights with BI & analytics

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sabledattatray/README.md
Datta Sable - Senior MIS & Business Intelligence Analyst

Datta Sable

Senior MIS & Business Intelligence Analyst

Power BI | SQL | Advanced Excel | Microsoft Fabric | Reporting Automation

10+ Years in MIS Reporting, BFSI Analytics & Enterprise Business Intelligence

"Experienced MIS and Business Intelligence professional specializing in transforming complex business data into actionable insights through Power BI, SQL, Advanced Excel, data modeling, and reporting automation. Building scalable analytics solutions and modern data-driven applications."

Portfolio LinkedIn GitHub Email

BI Power BI SQL Server Excel Fabric Automation


πŸ‘¨β€πŸ’Ό Professional Overview

With over a decade of experience across Management Information Systems (MIS), business intelligence, and enterprise data analytics, I specialize in architecting dependable reporting ecosystems that bridge raw operational records and C-suite decision-making.

  • Enterprise Analytics & Modeling: Designing clean Kimball star schemas, high-cardinality data models, and performant DAX measure libraries that eliminate reporting discrepancies.
  • BFSI & Operational Collections Exposure: Extensive background in tracking portfolio risk, bucket movement, delinquency roll rates, recovery pacing, and operational team performance metrics.
  • Reporting Automation: Modernizing legacy manual reporting workflows into automated SQL transformations and Power Query pipelines, streamlining reporting cycles and eliminating repetitive manual aggregation.
  • Technical Rigor & Governance: Adhering strictly to truth in dataβ€”implementing multi-currency guardrails, disclosing synthetic data limits, and validating reconciliation reports before publishing executive dashboards.

Core Philosophy: "Transforming Complex Data into Clear Business Decisions."


🎯 Core Expertise

πŸ“Š Business Intelligence

  • Interactive executive dashboards in Power BI
  • Complex DAX formulas (Time Intelligence, currency context gating)
  • Semantic modeling, star schemas, surrogate key design
  • Automated dataset refreshes & Power BI service deployment

⚑ Advanced Excel Automation

  • Automated multi-source ETL via Power Query
  • Advanced dynamic arrays (XLOOKUP, INDEX/MATCH, LET)
  • Interactive PivotTables, Power Pivot data models
  • Macro and formula-based operational report automation

πŸ—„οΈ SQL & Data Management

  • Microsoft SQL Server (2022), SSMS, T-SQL development
  • Complex multi-table joins, subqueries, and window functions
  • Idempotent DDL/DML transformation scripts & views
  • Query optimization, execution plans & columnar indexing

☁️ Microsoft Fabric

  • OneLake centralized SaaS architecture
  • Lakehouse architecture (Delta Lake tables, Parquet storage)
  • Direct Lake semantic model concepts for zero-copy BI
  • Preparation for Microsoft Fabric Analytics Engineer workflows

🏦 BFSI & Operational Analytics

  • Loan portfolio monitoring & collections bucket movement
  • Delinquency tracking, recovery pacing & agent productivity
  • Financial waterfall modeling (Revenue, Cost, Profit Margins)
  • Fulfillment monitoring, cancellation tracking, status exceptions

πŸ› οΈ Analytics Engineering

  • Multi-stage staging-to-reporting physical data pipelines
  • Data quality scorecards, anomaly profiling, defect disclosure
  • Surrogate key generation resolving entity mapping collisions
  • Automated testing suites verifying relational integrity

πŸ“Š Featured Business Intelligence Projects

Enterprise Global Business Analytics β€” 3M Records Enterprise Power BI Analytics Dashboard β€” Executive Overview

Left: 3M-Record Data Pipeline Architecture & Analytics β€’ Right: Executive Power BI Analytics Suite (Page 01)

Large-Scale SQL Server & Power BI Data Engineering Pipeline

An enterprise-grade, audit-first portfolio processing 3,000,000 synthetic transactions (1.21 GB raw data) through SQL Server 2022 into a Kimball Star Schema and Power BI Desktop.

Verified Capabilities:
  • 3,000,000 rows profiled, typed, and normalized in SQL Server 2022
  • P0 Multi-Currency Governance: Enforces strict DAX guardrails isolating all 42 transaction currencies via HASONEVALUE() context filters, preventing arithmetic distortion
  • 6.1 : 1 VertiPaq Columnar Compression: Optimized 1.30 GB uncompressed CSV raw source into a 214 MB performant tabular model
  • 414 ms Aggregation Benchmark: SQL Server 2022 columnstore query benchmark on 3M records (reproducible via benchmark runner)

Repo Dataset
Nine-Page Executive & Operational Analytics Solution

A comprehensive multi-page Power BI dashboard suite designed for operational transparency, product Pareto analysis, channel distribution, and financial health monitoring.

Verified Capabilities:
  • Nine structured report pages: Executive Overview, Sales Performance, Product Analysis, Transaction & Channel Insights, Region Analysis, Order Details (Drill-Through), Profitability Analysis (Currency-Gated), Order Exceptions & Cancellations, and Strategic Trend Analysis & Forecast Roadmap
  • Corporate light design system with glowing digital globe canvas
  • Single-direction 1:* relationships eliminating ambiguous filter paths
  • Drill-through transaction reconciliation across 19 fact dimensions

Repo Showcase
Automated Browser-Based Spreadsheet Analytics Platform

A modern analytics tool designed to transform raw Excel workbooks and CSV files into polished, interactive business intelligence dashboards in seconds.

Verified Capabilities:
  • Privacy-First Processing: In-browser client-side parsing ensures confidential client data never leaves the local machine
  • Automatic column data-type detection, date parsing, and KPI synthesis
  • Dynamic visualization generation (Bar, Line, Donut, and Metric Cards)
  • Instant report and image export for operational stakeholders

Repo Live App
Capacity Planning, Architecture & FinOps Platform

An open-source engineering platform for Microsoft Fabric capacity sizing, cost optimization, architecture planning, and AI-assisted technical guidance.

Key Capabilities:
  • Capacity Sizing: Estimate Fabric F-SKU requirements across workloads and compute capacities
  • FinOps & Cost Estimation: Compare Pay-As-You-Go pricing, reserved capacity, and projected costs
  • Architecture & Performance: Explore OneLake, Direct Lake, Spark sizing, and Power BI capacity planning
  • AI-Assisted Engineering: Guidance for capacity selection, performance optimization, and migration

Fabric Master Live Platform Fabric Master GitHub Repository

πŸš€ Products & Applications

Complementing my core business intelligence portfolio, I build practical software applications and digital solutions:

Professional Portfolio & Analytics Ecosystem

My primary professional portfolio and resource hub showcasing verified business intelligence architectures, technical articles, and analytical products.

Site

πŸ“ž Nexdial

Unified Communication & Customer CRM Application

A lightweight, unified customer communications and CRM system designed to streamline contact management and client interaction history for growing teams.

Nexdial
AI-Assisted Resume Optimization Application

An AI-powered productivity application designed to help job seekers format, analyze, and optimize resumes for ATS parsing and keyword matching.

App

⚑ Modern Web Engineering

Full-Stack Analytics Delivery

Building modern web interfaces (Next.js, React, TypeScript, TailwindCSS) to deliver interactive data experiences and custom client portals directly in the browser.

Stack

πŸ› οΈ Technical Skills

Domain Core Technologies & Tools
Business Intelligence Microsoft Power BI, DAX, Power Query (M), Data Modeling, Report Server
Spreadsheet Analytics Microsoft Excel, Power Pivot, Dynamic Formulas (XLOOKUP, LET), PivotTables, VBA
Databases & Warehousing Microsoft SQL Server (2022), SSMS, T-SQL, Stored Procedures, Views, PostgreSQL
Data Engineering Star Schemas (Kimball), Surrogate Key Architecture, ETL Pipelines, Data Quality Audits
Microsoft Fabric OneLake Architecture, Lakehouse, Delta Tables, Direct Lake Concept Exploration
Programming & Scripting SQL (Advanced), Python (pandas, openpyxl), PowerShell (Automation)
Web & Application Stack Next.js, React, TypeScript, Node.js, TailwindCSS
Analytics Methodologies Executive KPI Frameworks, Time Intelligence, Financial Reconciliation, Pareto Analysis
Business Domains Banking & Financial Services (BFSI), Collections Analytics, Risk Monitoring, Retail MIS

πŸ’Ό Professional Background

  • 10+ Years of Hands-on Experience: Leading MIS reporting, operational business intelligence, and database analysis across complex business environments.
  • BFSI Collections & Risk Analytics: Managing loan portfolio health tracking, vintage analysis, roll-rate matrix generation, and field agent performance scorecards.
  • Executive Decision Enablement: Designing C-suite dashboards that summarize multimillion-row datasets into actionable variances, fulfillment rates, and unit volumes.
  • Data Governance & Integrity: Establishing verification standards that detect and disclose source data defects, preventing misleading cross-currency or collided entity figures.
  • Cross-Functional Coordination: Collaborating with operations, finance, IT, and external stakeholders to translate ambiguous business requirements into automated, single-source-of-truth reporting.

πŸ“š Microsoft Fabric & Technical Resources

As part of my commitment to continuous technical growth and sharing knowledge with the community:

  • πŸ““ DP-600 Study Companion Notebook: A structured public GitHub repository documenting concepts, exercises, and study notes for the Microsoft Fabric Analytics Engineer curriculum (Exam DP-600).
  • πŸ“° Microsoft Fabric Technical Articles: Deep-dive articles exploring OneLake architecture, Lakehouse vs. Warehouse patterns, and Direct Lake advantages.
  • ✍️ Technical Insights & Blog: Regular articles on Power BI best practices, DAX performance optimization, SQL transformations, and reporting automation.

Note: Study notebooks and articles represent active learning and technical resources created to support the analytics community.


πŸ“ˆ GitHub Activity

Datta Sable GitHub Stats Top Languages

Language statistics reflect repository source code distribution across public repositories and complement primary expertise in Power BI, SQL, and Advanced Excel.


🀝 Work With Me

I am open to discuss Senior MIS, Business Intelligence Analyst, Power BI Developer, and Analytics Consulting opportunities (Remote, International, and Hybrid):

  • Power BI Solutions: End-to-end dashboard development, DAX optimization, data modeling, and executive report design.
  • Excel & MIS Automation: Transforming complex, manual spreadsheet processes into reliable, validated automation workflows and resilient data pipelines.
  • Enterprise Reporting Frameworks: Structuring single-source-of-truth KPIs, collections analytics, and operational metrics.
  • Data Engineering & Preparation: Cleaning, remodeling, and auditing large datasets for reliable business consumption.

Let's Connect:


Transforming Data into Decisions.

Β© 2026 Datta Sable β€’ All Rights Reserved

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