Rostock.ai
A trusted local knowledge layer visitors can talk to.
AI-supported local discovery built around structured sources, business participation, and useful answers for visitors and residents.
View case studyJD / 01 — AI + DIGITAL SYSTEMS
Independent AI & digital product builder
I build useful AI
for the real world.
From local tourism intelligence to workflow automation—strategy, product, code, and growth carried through by one builder.
09 / 150+AIDA finalist / submissions
19Open-source systems
04Core disciplines
// FIELD NOTE 0101 / 06
AIDA Innovation Hub 2026 · Finalist
One of nine finalists.
One independent builder.
Rostock.ai was selected from more than 150 submissions for the first AIDA Innovation Hub and presented in the “AI Tools & Smart Solutions” category at AIDA’s headquarters in Rostock.
150+
ideas reviewed
09
final projects
03
innovation categories
01
Rostock.ai
// THE PITCH
A local AI travel companion for the moment a guest steps ashore.
The concept connects cruise visitors with current local information, businesses, offers, and attractions—then turns that knowledge into context-aware recommendations for the time they have on land.
The finalist milestone validates the larger idea behind Rostock.ai: cities need a trusted digital knowledge layer that local organizations can help keep accurate.
ROSTOCK.AI / DESTINATION INTELLIGENCELIVE CONCEPT
01Local sourcesOpen data + businesses
02Trusted layerStructured + reviewed
03Natural dialogueSimple, current answers
04Useful visitContext-aware choices
// ABOUT THE BUILDER02 / 06
Strategy → Shipped systems
Different disciplines.
One accountable builder.
I’m Jamil Darwish, an AI and digital-product builder working across product strategy, workflow design, full-stack development, and digital growth.
I work where business operations, product design, software, and marketing overlap. That range matters: useful systems rarely fail because of code alone—they fail when the workflow, message, ownership, and user experience are disconnected.
How I work and what I build01Travel technologyInternational, multilingual, operational
02Full-stack deliveryFrom brief to deployed product
03AI systemsGrounded in useful data and workflows
04Digital growthMessage, measurement, and conversion
// SELECTED WORK03 / 06
Products with a place in the real world
Three systems.
Three different realities.
Ardmena
Complex geographic intelligence, made accessible in Arabic.
An Arabic-first WebGIS concept covering water, air, soil, geology, earthquakes, agriculture, and environmental knowledge across the region.
Visit ArdmenaRahhal
A maintainable publishing engine designed around RTL from day one.
A Laravel, Inertia.js, and React system for managed pages and multilingual digital experiences in travel and organizational settings.
Visit Rahhal// OPEN SYSTEMS LAB04 / 06
Downloadable proof
Small systems.
Working evidence.
Nineteen focused applications turn common operational and marketing problems into usable workflows. Every repository is documented, tested, local-first, and designed so people can bring their own API key.
Explore the GitHub profileAI & WORKFLOW10
01Meeting to ActionLeadership automation02AI Lead QualifierB2B sales03Proposal BuilderBusiness workflow04Workflow Bottleneck FinderOperations05Knowledge ChatbotGrounded answers06Team Update DigestTeam coordination07Content Repurposing FlowMarketing automation08Customer Review AssistantMultilingual service09Travel Inquiry RouterTravel operations10Website Brief GeneratorProduct strategy
DIGITAL MARKETING09
01Marketing Budget PacerSpend control02Landing Page Message AuditorPositioning03Conversion Tracking PlannerMeasurement04Lead Source CleanerAttribution05Campaign Launch ChecklistQuality control06A/B Test PrioritizerExperimentation07SEO Content Refresh FinderOrganic growth08Lead Magnet Funnel BuilderLead generation09Marketing Report NarratorReporting
// FIELD NOTES05 / 06
Writing from the work
What I’m learning
while building.
Gemini 4 Argon: what to use it for—and what not to
A practical guide to long-horizon AI for software, research, multimodal work, and defensive cybersecurity.
Read the field noteWhen a decision model beats a chatbot
Where TypeSafe Jev and Cloudflare Clef fit inside fast, typed, measurable business workflows.
Read the field noteOne workflow. More than one model.
How to route tasks between code, decision models, fast generation, frontier reasoning, and human authority.
Read the field note// START A CONVERSATION06 / 06
Bring the messy version
Have a process that
should not still be this hard?
Send me the workflow, product idea, or growth problem. We’ll find the useful system inside it.