Selected work
Work that moves businesses forward.
Automation systems, AI platforms, and data tools — built for teams that are done doing things by hand.
Telecom Portal Automation
2.4 million line checks. 99.7% success rate. Zero manual work.
Enterprise AI Agent
Ask your data a question. Get the answer in the chat — with charts.
Field Service Automation
Every job, invoice, and purchase order — done automatically.
Automation & Operations
When work happens by hand, it's slow. These systems make it automatic.
Field Service Automation
Jobs get booked. Work gets done. Invoices go out. Nobody types anything.
Field Ops — live job schedule, auto-invoicing, map view, and accounting sync
Explainer
What it does
Every job flows automatically from booking through quoting, invoicing, and purchase orders — with the accounts updated the moment anything changes.
Who it helped
A UK field service company managing dozens of engineers and hundreds of jobs a month. The back-office was drowning in manual work.
What changed
Billing happens the moment a job is marked complete. Purchase orders raise themselves. The office team stopped chasing paperwork.
Telecom Portal Automation
2.4 million line checks. One system. No one sitting at a screen.
ET System: login, dashboard, modules, scrape, proxy pool, and admin cycling
Explainer
What it does
Checks whether service is available on a line and files the lead — for a major Egyptian internet provider, at a scale and speed no human team could match.
Who it helped
A telecom operations team manually running thousands of searches a day, copying results, and filing leads one by one.
What changed
2.4 million operations processed at 99.7% success. Multiple teams each run their own workspace. Results export to Excel whenever they're ready.
Gaming Cafe Platform
Walk in, pick a console, start playing. The system handles everything else.
Rooms, devices, kitchen, store, reports, and stock — cycling
Explainer
What it does
Manages a PlayStation gaming cafe from a single screen — room booking, live session timers, a cafe menu, stock levels, invoicing, and daily financial reports.
Who it helped
A gaming cafe operator tracking everything manually — writing down session times, calculating bills, managing stock with spreadsheets.
What changed
Every session is tracked live with a countdown. Food and drinks add to the tab. The invoice generates itself. Daily reports close with one button.
Five Platforms, One Flow
Data that used to travel by hand now moves on its own — across accounting, job tracking, memberships, learning, and payroll.
Platform Sync — five business platforms connected and updating in real time
Explainer
What it does
Connects five business platforms so data moves on its own — no copy-paste, no re-entry, no waiting for things to catch up.
Who it helped
Businesses running multiple tools that didn't talk to each other. Every update meant opening another tab and doing the same thing twice.
What changed
Invoices land in the accounts the moment they're raised anywhere else. Member records update everywhere at once. Reports pull from live numbers.
Billing on Autopilot
No more chasing invoices. No more raising purchase orders by hand. Jobs complete, billing follows.
Jobs, invoices, purchase orders, and accounts — the full billing cycle running automatically
Explainer
What it does
The moment a job is marked done, an invoice raises in the accounting system. Purchase orders generate from approved quotes. Nothing needs a human to push it through.
Who it helped
Operations and finance teams spending hours each week manually matching jobs to bills.
What changed
Billing backlog cleared. Late invoices stopped. Finance team redirected to actual analysis.
AI Agents & Intelligence
Systems that think, remember, and get things done — without being told twice.
Enterprise AI Agent
Ask it anything about your business. It finds the answer and reports back — charts included.
Jagent in action — ask a question, watch the answer arrive with charts
Explainer
What it does
A conversational AI that talks directly to your database. Ask a question in plain English — it finds the right records, pulls the answer, and adds charts when they help.
Who it helped
Teams drowning in data they couldn't get answers from — waiting on a developer every time they wanted a business insight.
What changed
Managers get answers in seconds. No technical skills needed. No tickets raised. It remembers what you've asked before and builds on it.
Ask in Plain English
You describe what you want. It figures out how to get it. Results arrive in the chat.
Schema explorer, query planner, SQL execution, and results — one tool
Explainer
What it does
It learns how your data is organised, works out exactly what to look up, checks the real numbers, and reports back in the chat.
Who it helped
Any business where the answers exist somewhere in the data — but nobody can get at them without a developer.
What changed
Business questions get answered without waiting on anyone. Every answer shows exactly which data it used.
AI Employee Orchestration
Give each AI a job title. They work together in channels, pick up tasks, and report back.
Auronexus — AI agents working together in channels, each with their own role
Explainer
What it does
A platform for building teams of AI agents — each with a role, a set of skills, and a channel to work in. They collaborate, complete tasks, and escalate when they need a human.
Who it helped
Teams looking to run AI at scale without wiring up agents from scratch every time.
What changed
New agent 'employees' can be created and deployed in minutes. Tasks that used to require constant human prompting now run autonomously.
AI That Asks Before It Acts
It drafts the work. You approve it on Telegram. Nothing lands without your say-so.
Gig Copilot — AI drafts, you approve on Telegram before anything lands
Explainer
What it does
An AI assistant that watches your work as it happens, drafts case studies and task summaries, then sends them to your Telegram for review — with Approve, Revise, and Reject buttons.
Who it helped
Freelancers and founders who want AI doing the drafting but still want to stay in control.
What changed
Portfolio case studies write themselves. Task outputs get captured automatically. Nothing is published without a deliberate human approval.
AI Haircut Advisor
Take a selfie. Get a ranked list of the cuts that actually suit your face shape — offline, instant, private.
AI face shape analysis — landmarks mapped, geometry measured, haircuts ranked
Explainer
What it does
A desktop app that studies your face shape, takes real measurements, and ranks haircut styles by how well they'd suit you — with celebrity examples so you can see each cut on a real face.
Who it helped
Anyone tired of guessing at a haircut. Runs entirely on your laptop, no internet needed, no data shared.
What changed
Real hair advice without a subscription, an account, or an internet connection. Download, run, find out.
Data & Analytics
Raw numbers turned into things you can actually use.
Six Years of Market Data, Mapped
Who controls California's cannabis market — and how fast is it concentrating? We found out.
Canopy Index — six years of California cannabis market concentration, mapped
Explainer
What it does
Tracks retail market concentration across every California county from 2018 to 2024 — measuring whether the cannabis industry is becoming dominated by a few large players or staying diverse.
Who it helped
Researchers and policymakers who needed hard data on market structure, not guesswork.
What changed
Six years of licensing and sales data — mapped, measured, and visualised. An analysis that once took weeks of hand-work now reruns at the press of a button.
Real-Time Business Monitoring
Every connection, every request, every error — one screen, always current.
All 5 Grafana dashboards cycling: platform health, request rates, and errors
Explainer
What it does
Dashboards that show the health of every business connection in real time — how much is flowing, how fast it's moving, and what's failing.
Who it helped
Engineering and operations teams who needed to know immediately when something broke, not an hour later when a client complained.
What changed
Issues get spotted and fixed before customers notice. Error patterns become visible. Performance problems get diagnosed in minutes.
20 Stores. Watched Around the Clock.
The moment stock drops below your threshold, you know — and so does your reorder system.
Stock Monitor — 20 stores, live inventory levels, alerts firing the moment stock drops
Explainer
What it does
Watches inventory levels across 20+ e-commerce stores simultaneously. Fires an alert the moment stock drops below your threshold — before the shelf is empty.
Who it helped
E-commerce businesses with multiple stores who found out stock had run out when a customer couldn't find the product.
What changed
Stockouts stopped happening unnoticed. Reorders trigger before anything runs out. The whole operation runs without anyone checking dashboards manually.
Global Intelligence Dashboard
Conflict zones, cyber threats, economic shifts — live, on a single map.
Global intelligence dashboard — live map, conflict zones, AI analysis
Explainer
What it does
A real-time geopolitical intelligence dashboard that aggregates live news, maps conflict zones and military activity, tracks country stability scores, and surfaces AI-generated insights.
Who it helped
Analysts, researchers, or anyone who wants to understand global events faster than the news cycle.
What changed
Instead of checking six different news sources and a government risk portal, everything is in one place with AI already doing the analysis.
Products & Tools
Things built to be used, not just demoed.
Xbox Game Pass, Actually Searchable
600+ games. Filter by genre, theme, and tier. Runs offline. AI does the categorisation.
Full catalog with AI-generated genre and theme tags
Explainer
What it does
A desktop app that pulls in the full Xbox Game Pass library, sorts every game by genre and theme, and lets you filter the way a proper game store should.
Who it helped
Anyone who subscribes to Game Pass and gets lost in the catalog. The official app doesn't have real filters.
What changed
Finding something to actually play takes seconds. No internet needed after the first sync. Everything runs on your own machine.
Upwork Job Finder, With a Brain
Syncs your Upwork feed. Scores every job against rules you write. Shows exactly why each one ranked where it did.
Upwork Job Finder — jobs scored, ranked, and explained automatically
Explainer
What it does
Signs in to your Upwork account securely, pulls in jobs, profiles, and contract history, and scores every job against rules you set — field by field, rule by rule.
Who it helped
Freelancers spending hours filtering through job listings to find the ones worth applying to.
What changed
The best-fit jobs surface immediately. Each job shows a receipt of exactly which rules made it score high or low. Nothing hidden.
Scanned Forms, Filled Automatically
Upload the blank form. Draw boxes over the fields. Generate hundreds of filled copies from a spreadsheet.
Explainer
What it does
You give it a scanned paper form and mark where each field is. It fills in the data from your spreadsheet and generates a complete, print-ready copy for every row — handling Arabic and English in the same form.
Who it helped
Anyone who processes paper forms at volume — registration forms, applications, official documents — and was filling them out one by one.
What changed
What took hours became a single click. Arabic right-to-left text is handled automatically, no manual adjustment needed.
A YouTube Channel That Runs Itself
Schedule content, generate descriptions, create thumbnails, upload. No one needs to be at a keyboard.
ChannelPilot — upload queue, AI descriptions, thumbnail generation, and analytics
Explainer
What it does
Automates the full production and publishing workflow for a YouTube channel — scheduling, AI-written descriptions, thumbnail creation, and automated uploads.
Who it helped
Content creators and businesses who wanted a consistent YouTube presence without the hours of admin that comes with it.
What changed
The channel posts on schedule without anyone logging in. Descriptions are consistent and optimised. The creator focuses on content, not operations.
Animated Video Subtitles
Add styled, animated captions to any video — ready for TikTok, YouTube Shorts, or Instagram Reels.
pycaps — style picker, timeline editor, and live caption preview
Explainer
What it does
Adds styled, animated captions to any video. Choose a look, hand over the video, and get back a file ready to post — captions moving in time with the speech.
Who it helped
Creators making short-form content who want professional-looking captions without editing software.
What changed
Captions that used to require an editor now generate automatically in seconds.
Security & Research
Finding problems before they're exploited.
Phishing Filter for Your Inbox
It scans every email for suspicious links. Anything malicious goes to trash — automatically.
Inbox Guard — phishing emails detected, blocked, and logged before you see them
Explainer
What it does
Watches incoming email, checks every link against what it has learned about phishing, and moves anything malicious to trash before it can do harm.
Who it helped
Anyone who gets phishing emails and can't always spot them — which is everyone.
What changed
Phishing emails stop reaching the inbox. And it keeps getting sharper — learning what's legitimate and what isn't.
A Searchable File Archive
Fresh samples arrive every day — collected, unpacked, fingerprinted, and filed automatically.
File archive browser — daily downloads, fingerprinted and searchable
Explainer
What it does
Collects new malware samples every day, unpacks them, gives every file a unique fingerprint, and files it all into a searchable archive.
Who it helped
Security researchers who need a local collection of samples for analysis and pattern matching.
What changed
Building a research-grade sample collection went from days of manual work to something that simply happens overnight.
Behind the work
Noor Ossama Zakaria
Cairo, Egypt · 23
Started freelancing in automation in 2021. Within two years was running Autari, delivering automation and AI systems for businesses across the UK.
Now working as a software engineer at Jigsol Business Solutions alongside client work — building data systems, AI platforms, and the kind of tools that stop teams from doing things by hand.
Have something worth automating?
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