VimScale — AI Systems Studio & Applied Lab

Systems

Small, serious systems work and selected proof across AI workflows, automation, retrieval, and product infrastructure.

Mini Model Serving Lab

Systems in Progress

Building

A FastAPI-based inference service with request and response schemas, logging, latency measurement, Docker, and tests.

Problem:AI demos are easy to show but harder to operate. A model-serving layer needs predictable inputs, measurable latency, clear logs, and repeatable deployment.

Approach:Build a small inference service with typed API contracts, Docker packaging, request logging, latency timing, and tests around the core serving path.

FastAPIDockerInferenceTestingLogging

Outcome:Schemas, logs, latency checks, deployment-ready service shape

RAG / Search System

Systems in Progress

Building

Document chunking, embeddings, retrieval, prompt assembly, and answer evaluation for source-grounded AI workflows.

Problem:Knowledge workflows need answers that are grounded in source material, not generic model output that cannot be inspected or improved.

Approach:Design the pipeline around ingestion, chunking, metadata, embeddings, retrieval, context assembly, and evaluation points for answer quality.

RAGEmbeddingsRetrievalEvaluationPython

Outcome:Source-grounded retrieval path with evaluation checkpoints

Controlled Agent Workflow

Systems in Progress

Building

An AI-assisted engineering workflow with task specs, tool boundaries, tests, logs, and human review checkpoints.

Problem:Agentic workflows become risky when tools, ownership, and acceptance criteria are unclear.

Approach:Define task specs, allowed tool boundaries, review checkpoints, logs, and test expectations so AI assistance stays observable and human-owned.

AgentsToolsTestsReviewLogs

Outcome:Tool boundaries, tests, logs, and human review

Richie Stores

Selected Work

Live

Premium skincare e-commerce with a clean catalog, category-led browsing, and trust-focused product storytelling.

Problem:Customers need a clear path to discover skincare that matches specific concerns while feeling confident about safety and suitability.

Approach:A focused storefront with curated collections, detail-rich PDPs, and suitability messaging reinforced by direct support links.

E-commerceWeb DesignSkincare RetailContent Architecture

Outcome:Trust-first commerce, Fast product discovery

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Marzelle

Selected Work

Demo Ready

Luxury sweets storefront for premium marzipan and gift boxes, blending editorial presentation with modern headless commerce.

Problem:Premium food brands need ecommerce that feels elevated enough for gifting while still making product discovery, collections, and checkout frictionless.

Approach:A headless Shopify experience with rich hero storytelling, curated collections, gifting flows, and review-driven trust. Typography, photography, and product hierarchy were tuned to feel premium without slowing purchase intent.

Shopify HydrogenReact RouterTailwind CSSShopify Storefront APIJudge.me

Outcome:Luxury positioning, Gifting-focused commerce

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Rossovivo

Selected Work

Live

Artisan pizza restaurant website built to showcase brand story, locations, catering, and menu journeys for Dubai diners.

Problem:Restaurant brands need more than a menu link. Rossovivo needed a site that could communicate quality, drive orders, and support catering enquiries across multiple locations.

Approach:A cinematic, fire-led brand experience with dedicated catering flows, location pages, menu access, and CMS-backed content. Order, WhatsApp, event, and social-proof touchpoints were woven directly into the journey.

Next.jsTypeScriptTailwind CSSSanityFramer MotionPostHog

Outcome:Menu discovery, Catering and order intent

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Gulf EPCO

Selected Work

Live

B2B cosmetics manufacturing website positioning a Dubai factory for private label, contract manufacturing, and custom product development.

Problem:Cosmetics manufacturers need to build trust quickly with international buyers, but certifications, capabilities, and production depth often get buried in generic industrial websites.

Approach:A premium, credibility-first site structure highlighting manufacturing capabilities, certifications, product categories, and partnership paths. Clear hierarchy and conversion-focused CTAs turn technical factory information into a stronger sales narrative.

B2B WebsiteContent StrategyManufacturing UXResponsive Design

Outcome:Certification-led trust, Clearer buyer path

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Feel Healthy Program

Selected Work

Demo Ready

Guided wellness landing experience for Coach Roger, combining metabolic health education, product pathways, and business-partnership conversion.

Problem:Health offers often overwhelm visitors with disconnected product claims. The program needed a calmer structure that could explain the system, build credibility, and move visitors toward consultation or partner actions.

Approach:Educational landing architecture with clear metabolic-health messaging, guided program flows, product pages, testimonials, booking, and partnership CTAs. The UI keeps wellness content approachable while still supporting conversion.

Next.jsTypeScriptTailwind CSSCal.comReact QueryCrisp Chat

Outcome:Guided education, Consultation and partner funnel

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Ebox Pro Logistics

Product Infrastructure

Live

A conversion-focused logistics website built to spotlight regional coverage and fulfillment trust.

Problem:GCC expansion brands need a logistics partner they can trust, but most fulfillment sites bury differentiators and overwhelm with generic copy.

Approach:Narrative-led layout with proof points, service deep-dives, and strong CTAs. Motion pacing and a 3D globe highlight regional reach while keeping performance tight.

Next.jsTypeScriptTailwind CSSFramer MotionReact Three FiberThree.jsreact-hook-form

Outcome:Regional reach, Conversion-focused CTAs

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Timeless Touch Ceramics

Selected Work

Live

Luxury porcelain surfaces site combining editorial storytelling with a filterable product catalog.

Problem:Luxury tile brands must communicate craftsmanship and specs without forcing customers through static PDFs or cluttered menus.

Approach:Cinematic landing narrative paired with a filterable library, quick views, and shareable URLs. Contentful powers curated catalogs with a static fallback.

Next.jsTypeScriptTailwind CSSFramer MotionContentfulshadcn/ui

Outcome:Catalog discovery, Editorial storytelling

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iMeal

Product Infrastructure

Live (Building Post-MVP)

Smart meal planning with automatic shopping lists. Weekly recipe suggestions that adapt to your taste.

Problem:Meal planning is tedious. Shopping lists are scattered. People waste time deciding what to eat and what to buy.

Approach:Weekly random recipe generation with manual override. Search and customize recipes, approve your menu, and get an auto-generated shopping list. Local-first with cloud backup.

Next.jsTypeScriptTailwind CSSshadcn/uilocalStorageSupabase

Outcome:Recipe search, Auto shopping lists

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OCR→Calendar Automation

Automation

Live

Push events from any calendar screenshot directly to Google Calendar using AI-powered OCR.

Problem:Many calendars lack Google Calendar integration. Manual event entry from screenshots is slow and error-prone.

Approach:Flask backend deployed on Render processes calendar images with AI-powered OCR. Next.js frontend on Vercel provides intuitive upload interface. Both communicate via REST API for seamless event extraction and Google Calendar sync.

FlaskNext.jsPythonAI/OCRREST APIGoogle Calendar APIRenderVercel

Outcome:Instant sync, AI-powered extraction

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