VacancyResume
Requirements reviewRecruiter
EvidenceGapsQuestions
Human-reviewed requirements
HireMatch
Explainable AIA vacancy and resume become a reviewable match map that exposes evidence, gaps and scoring logic.
PRODUCT · ARCHITECTURE · DELIVERY
I buildthe systemsbehind AI products.
I design AI services, build backends and connect data, interfaces and infrastructure into products that work.
ONE SYSTEMFULL-STACK / 01—05
01INTERFACEReact · FlutterFlow
02API / BACKENDFastAPI · Python
03INTELLIGENCEOpenAI · Vision · RAG
04DATAFirebase · Supabase
05INFRASTRUCTURECloud Run · Docker
From a user action to a running cloud service.
SELECTED SYSTEMS
What I build.
Products connecting interfaces, data and AI.
ABCJPG / PNG / WEBP
TXTDOCXXLSXPDF
One analysis. Four formats.
OCR Document Pipeline
Document pipelineAn OCR service that preserves both recognized text and its spatial structure for downstream use.
Context-aware recommendations
LetsVote
AI productA mobile service that turns “where should we go?” into a personal choice shaped by context.
DOCUMENT REVIEW
Contract term
Automatic renewalNotice conditions
Attention points for reviewImportant conditions, surfaced
Doc Attention
Document AIAn AI assistant for the first pass through long documents, surfacing clauses that deserve closer review.
Computer vision, infrastructure and other engineering work.
All projects ↓Behind every simple
interaction is
a whole system.
I connect interfaces, data and AI. I shape user journeys, build backends and take services through deployment. Keeping the complexity inside, and the value on the surface.
See it in practice ↘Intent before
instrument.
AI is part of the solution. The solution starts with what the user actually needs.
Understand
The problem, constraints and user journey. LetsVote swipes provide personalization signals, not just a way to change cards.
Design
Choose a sufficient architecture. Cloudflare extends Firebase Storage while preserving the existing source.
Validate
Compare against reality. A 450-question benchmark evaluates chat quality and latency separately.
Connected, built, shipped.
15 projectsShowing: 15
LetsVoteProductAI product↗Doc AttentionAIDocument AI↗BodyFaceSoulAIComputer vision↗HireMatchAIExplainable AI↗OCR Document PipelineAIDocument pipeline↗Support Integration PlatformAutomationIntegration platform↗MyPetNetProductContent platform↗Subscription PlatformAutomationPlatform infrastructure↗Global Image DeliveryAutomationDelivery infrastructure↗Custom Vision ModelAIML pipeline↗AI Chat BenchmarkResearchAI evaluation↗Portfolio Trading RobotResearchStrategy lab↗Dialect DatasetResearchLanguage data↗FlutterFlow ComponentsProductFrontend system↗Match Balance LabResearchApplied ML↗