AI-assisted tools for web intelligence, open-source research, digital risk and decision support.
Turning fragmented public data into clear, traceable and useful decisions.
I am an independent builder with a tax-audit background and an evidence-first approach to software.
I am most interested in systems that can inspect messy digital environments, connect scattered signals and explain how a conclusion was reached.
- Investigate websites, organizations, online entities and digital assets
- Verify claims against traceable sources and observable evidence
- Automate repetitive research, browser and testing workflows
- Productize the result as practical tools, dashboards and reports
| Focus | What it means |
|---|---|
| Web Intelligence | Inspect websites for technical, content, UX and business signals |
| Open-source Research | Organize public information into timelines, relationships and evidence |
| Browser Automation | Build repeatable inspection, testing and data-collection workflows |
| Digital Risk | Analyze suspicious patterns across APIs, online infrastructure and digital assets |
| Decision Support | Turn technical findings into prioritized, human-readable recommendations |
My next flagship project is SiteLens, an AI-assisted website inspection and redesign assistant.
The MVP will:
- capture desktop and mobile views with Playwright
- check technical, SEO, accessibility and conversion signals
- separate observable findings from AI interpretation
- rank issues by impact and urgency
- generate a report that business owners can understand
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exchange-api-test-framework
Local mock-exchange E2E tests covering order flow, balance integrity and WebSocket events. -
X-Vision-Judgment-Day
A lightweight Chrome extension that adds visual signals to X timelines and following lists. -
Ethernaut-Solutions
Smart-contract security study notes covering common vulnerability patterns and mitigations.
- AI-assisted OSINT and entity resolution
- Agentic web QA and browser-based testing
- Small-business website and market intelligence
- On-chain relationship and fund-flow analysis
- Evidence grading, source tracing and reproducible reports
- Evidence over claims
- Deterministic checks before AI interpretation
- Small, complete systems over oversized concept projects
- Readable outputs for technical and non-technical users
Python · FastAPI · Playwright · Pytest · JavaScript · REST/WebSocket · SQL · Git
Build small. Verify everything. Ship evidence.