Work
Two products. Same discipline: scope the problem, then defend every decision.
Both were built, security-hardened, tested, and shipped solo. The case studies below are written the way I'd walk a hiring manager through a technical design review — not the way a case study usually gets written for a portfolio.
PropTech · B2B2C
LiveConfirmHai
Real-time rental availability confidence for student housing
Three real pain points in student housing — stale listings, roommate mismatch, broker leakage — solved with a live confidence-scoring engine, WhatsApp-native owner verification, and a monetized unlock gate with anti-replay protection.
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Consumer Wellness · B2C · Mobile
ShippedBodhitAI
A deterministic self-reflection engine with zero fake AI
An offline-first wellness app built on strict Clean Architecture — then put through a self-audit that killed a fake 'AI mirror,' a rules engine posing as AI, and an insecure payment flow before they shipped.
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