Selected work

Systems built to be
useful and reviewable.

Project overviews focus on what the complete system does, what is verified, and where the boundaries are.

Verified local implementation

Document Intelligence / Research Engine

Evidence-grounded research over permitted document collections, with citations, local inference, reviewed memory, and responsible abstention.

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Verified local implementation

Support Automation & Human Review

Deterministic support triage, source-grounded drafts, SQLite audit trails, and mandatory human checkpoints.

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Verified data-engineering project

Karachi Price Intelligence Pipeline

Auditable processing of price-list images into structured records and a read-only public data application.

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Evidence not yet sufficient

Automated Expense Tracker

No public or local evidence set was found that supports publishing a complete project overview.

Withheld pending verified implementation material.

Evidence not yet sufficient

Watchdog / Monitoring System

No publishable repository, screenshots, or verification record was found during this audit.

Withheld pending verified implementation material.

Evidence not yet sufficient

Agentic Production Pipeline

The available material does not establish implemented agent behavior suitable for a public project claim.

Withheld pending verified implementation material.

Behind the Build

Follow the decisions,
not just the features.

Engineering articles separate milestone-level lessons from complete project overviews. Each story links back to its parent project and remains review-gated.

Open the Engineering Journal ↗