Documented production systems — architecture decisions, failure modes, maintenance.
Multimodal ScamCheck — Screenshot & Image Scam Analysis (OCR + Vision + Semantic Retrieval)
Production multimodal scam-intelligence for ScamCheck: screenshot/image upload, lightweight OCR (Cloud Vision + Gemini fallback), deterministic fraud-signal detection, gated deep Gemini-vision analysis, and semantic comparison against known scam clusters via BigQuery VECTOR_SEARCH. Cost-gated, serverless, scale-to-zero.
ScamCheck Multimodal v3 — Production Evaluation Report
Large-scale evaluation of the ScamCheck multimodal scam-detection pipeline: a 1,000-sample synthetic corpus (en/hi/hinglish/mixed, 10 scam + 7 legit categories), precision/recall/F1, per-language and per-category breakdown, adversarial robustness, leaderboard analytics, caching/stress harnesses, cost model, scaling path, and known weaknesses.
Semantic Intelligence Platform — Retrieval, Enrichment, GEO & Scam Clustering APIs
The A Square Solutions semantic intelligence layer built on Vertex AI embeddings + BigQuery VECTOR_SEARCH: intelligent chunking, hybrid lexical+vector retrieval, snippets & confidence, semantic enrichment (topic/scam/trust/GEO), scam-pattern clustering, GEO/AI-search readiness scoring, and retrieval observability. Production, serverless, scale-to-zero, canonical 768-dim.
A Square Solutions — Full Blog & Page Content Audit (745 posts)
URL-level content audit of asquaresolution.com: 745 blog posts + 12 pages classified into keep/improve, merge, redirect, noindex, or support. Finds severe topical dilution (mostly off-topic AI/science/geopolitics news) and index bloat, with a consolidation plan, redirect map, internal-linking opportunities, and strategic manual-indexing priorities to rebuild topical authority around GEO/AI-SEO, AI automation, AI consulting, ScamCheck and TrustSeal.
A Square Solutions — Internal Linking Map, Topical Authority Clusters & GEO Structure
Semantic internal-linking architecture for asquaresolution.com: eight topical authority clusters (AI SEO, GEO, AI Automation, Technical SEO, Digital Marketing UK, AI Consulting, Scam Detection, Trust Verification), with pillar pages, service-to-blog and blog-to-service links, tool-to-service links, contextual anchor text, conversion pathways, and an entity-first GEO/AI-search structure. Implementation-ready for WordPress (Rank Math).
Live Pages — Optimization, Internal Linking & Schema/E-E-A-T Audit (verified)
Verified audit of asquaresolution.com live service pages and Tier-A assets: cannibalization/differentiation rules, a do-not-duplicate canonical list, title/meta/H/CTA optimization, an internal-linking additions matrix connecting GEO/AI-Automation/AI-Consulting/Technical-SEO/Entity-SEO + ScamCheck + TrustSeal, and a schema + E-E-A-T audit based on actual JSON-LD output (FAQPage/Service/Article/Person/Organization verified live). Includes sitemap gaps, author-identity standardization, indexing priority, and schema validation report.
3 entries
How to build a reliable per-article typography system on WordPress when Astra sets global heading sizes, Elementor manages CSS output, and LiteSpeed UCSS strips scoped stylesheet rules.
TrustSeal (trustseal.asquaresolution.com) — AI-powered website trust verification tool. React/Vite/GitHub Pages frontend, Firebase Auth + Firestore backend, Firebase Functions v2 for Gemini AI analysis and Razorpay webhook handling. Subscription-based monetization via Razorpay (INR). Node 22 runtime required.
ScamCheck (scamcheck.asquaresolution.com) — AI-powered scam detection tool. React/Vite/GitHub Pages frontend, Firebase Auth + Firestore backend, Firebase Functions v2 for Gemini AI scam analysis. Plain CSS (no Tailwind — justified at this UI scope). Free-tier AI tool with no payment layer. Node 22 runtime required.