Illustrations of systems running in production. Names and figures are demo data.
01 / In-house platformLive
Firasa AIOS
Mission control for the whole operation: pipeline, CRM, expenses, connected services and every agent in one place, with approvals held for a human. It runs Firasa's own operations.
01Agents report in
02One governed layer
03Human approves
WhatsAppCRMn8nTelegramDrive
02 / In-house platformLive
Firasa CRM
The pipeline behind the numbers on AIOS. Leads from the website tools and Meta ads land here automatically, move through funnel stages, and generate follow-up tasks so nothing goes quiet without someone noticing.
01Lead lands automatically
02Funnel stages + tasks
03Nothing goes quiet
PipelineTasksMeta AdsSync
03 / Personal projectLive
Masarif · expenses on autopilot.
Snap a bank SMS or an invoice. A workflow parses, classifies and posts it to a live dashboard · income, expenses, savings, trends, all queryable. Works for individuals, families, small businesses.
01Upload SMS / invoice
02OCR + LLM extract fields
03Dashboard live-updates
OCRLLMn8nPostgresCharts.js
04 / Client projectLive
Kitchen Display · orders + escalations from a Facebook chatbot.
A restaurant chain takes orders through a Messenger bot. Orders flow straight to a kitchen screen; anything the assistant can't handle (cancellations, manager requests) is escalated with a one-tap resolution log.
01Customer chats the FB bot
02Bot takes order + payment
03Kitchen screen + escalations
Messenger APILLMn8nWebSockets
05 / Client projectLive
Talent Match · AI-powered recruitment.
Recruiters upload a role; the engine scores candidates across a living talent pool, surfaces the top matches with reasoning, and schedules the first screen. Bilingual CV parsing, bias-aware ranking, recruiter-in-the-loop.
01Paste JD or upload
02AI parses, scores, ranks
03Shortlist + auto-schedule
EmbeddingsLLMVector DBATS sync
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