Work and evidence

Software work explained with evidence and limits.

Each case is labeled as owned product, founder-built product, or client work. Evidence limitations are visible rather than replaced with unsupported outcomes.

CASE / 01AI integration and data workflows

Owned Product Case Study

BankScanPro: building an operated document-data product

A production web product that converts bank statement PDFs into structured export formats through an AI-assisted extraction and validation pipeline.

BankScanPro is built and operated by Pure Insight Technology Ltd. It is owned-product evidence, not client work.

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CASE / 02Modernization and performance

Anonymized Client Engagement

Incremental modernization inside an established platform

Engineering work inside a long-lived commercial web platform where continuity, existing data, and intertwined operational behavior made a clean-slate rewrite the wrong starting point.

This is client delivery evidence. The client identity, identifying assets, and commercially sensitive implementation details are intentionally withheld.

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CASE / 03Product engineering and monetization

Founder-Built Product Case Study

Miaodao: product engineering across iOS and WeChat

A consumer product built across iOS, WeChat, backend services, subscriptions, notifications, and changing market conditions.

Miaodao is founder-built product experience from Lightning Joyce's earlier product work. It is not presented as a Pure Insight client engagement.

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Technical fit review

Evidence is useful when it matches your problem.

Share the system, workflow, or delivery risk you need to resolve. The first review focuses on fit and a practical next step.

Request a Technical Fit Review