Sharad
Sharad

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Archive

2026

September

Building My First RAG Knowledge PlatformWorking With Legacy Banking SystemsWhy Legacy Systems Are Hard to ReplaceBuilding Small AI Tools That Actually Help

August

AI-Assisted Business AnalysisDocumentation That Survives a MigrationReverse Engineering Old ApplicationsLessons From Reading Unfamiliar CodeWhat I Learned Building AWS Registration SystemsHow I Think About Technical DebtThoughts on Modern Software Development

July

Using Local Models for Everyday WorkTesting Retrieval Before Tuning PromptsUnderstanding Application ModernizationWhat Makes a Good Modernization PlanMy Journey With Local AI ModelsWhat AI Changes for Business AnalystsBuilding Internal Tools People Keep Using

June

Learning From Projects That Did Not Work

Favorite Posts

Building My First RAG Knowledge Platform

AI

What I learned stitching together retrieval, local models, and a useful interface for real questions.

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Working With Legacy Banking Systems

Legacy Systems

What old transaction flows taught me about trust, reconciliation, and the cost of a small change.

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Why Legacy Systems Are Hard to Replace

Legacy Systems

The technical debt is only part of the story. The people, workflows, and invisible contracts matter too.

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Building Small AI Tools That Actually Help

AI

A narrow task, a clear source, and a quick review can be more useful than an ambitious assistant.

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AI-Assisted Business Analysis

Technology

A practical look at where an AI copilot helps most, and where the human context still does the heavy lifting.

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