I build systems that work in production — not demos.
I'm Muhammad Abdul Qadeer — an AI/ML engineer, software & web application developer, and automation engineer. I founded Qadeer Automations, an AI automation agency serving clients in the UAE, UK, USA, Australia and Pakistan.
Mathematician by training. Engineer by building.
I'm based in Jatoi, Muzaffargarh, in Punjab, Pakistan, and I work remotely with founders and businesses worldwide. My route into technology wasn't a straight line: I studied mathematics — a BS at Ghazi University and a BSc at Bahauddin Zakariya University, Multan — then spent about five years in HR coordination and virtual assistance before teaching myself AI and machine learning from 2024, learning from online teachers and, mostly, by building systems that had to work for real users.
That background shapes how I work. Operations first, models second: a prediction only matters if it changes a decision somebody actually makes, and an automation only matters if it survives contact with a real business process. Everything on this site — the services, the systems, the numbers — is stated the way I would want it stated to me: plainly, with the limitations included.
What I build
01AI & Machine Learning
Custom models, computer vision and NLP — engineered, evaluated and shipped as working software.
02Predictive Analytics & Forecasting
Churn, demand and risk models validated on held-out data, with limitations documented up front.
03Business Process Automation
n8n, Make and API workflows that remove repetitive work and connect the tools you already use.
04AI Chatbots & Agents
Chatbots trained on your own business content — answering customers and capturing leads 24/7.
05Web Application Development
Full-stack, database-driven web applications built end-to-end, from architecture to deployment.
06Custom Management Systems
School and business management systems, admin panels and reporting platforms shaped to your workflow.
07Dashboards & Business Intelligence
Interactive KPI dashboards and decision-support reporting from your business data.
08API Development & Integrations
REST APIs, webhooks and third-party integrations that connect models and software to your stack.
Selected systems I've built
▸FloodGuard AI
A flood-susceptibility tool for South Punjab planning: a Random Forest trained on a 56,615-settlement index, 79 historical flood events (2006–2025) and rainfall, elevation and river-distance features. A public planning interface — not a live forecast or official warning. View live ↗
▸Pulse Demand API
Product-level retail demand forecasts served through a FastAPI backend with a dashboard. A demonstration system — a client build is retrained and validated on that business’s own data. View demo ↗
▸Smart School Pro
A complete school management system — students, attendance, staff roles and records — built with React, TypeScript and Supabase, and deployed live. View live ↗
▸SafeRoad AI
A YOLOv8 detection pipeline that turns road footage into reviewable, locatable findings for maintenance planning. A detection system for review workflows — not an autonomous road-safety decision maker.
How I work
Validate before promising
No accuracy figure is quoted before a baseline exists and the model has been tested on data it never saw in training. If the signal isn't there, I'll say so — before you've paid for a build.
Document the limitations
Every delivery includes what the system can't do, where it's blind, and what would improve it. A model with documented limits beats a confident black box.
Working software, not demos
The deliverable is a deployed system your team can use — an API, a dashboard, an automation — with documentation and a handover you can act on.
Smallest useful phase first
Start with the smallest phase that proves value, judge it on real data, then scale. You commit to scope in writing, one phase at a time.
Background & credentials
🎓Education
BS Mathematics — Ghazi University. BSc — Bahauddin Zakariya University (BZU), Multan. The mathematics foundation underpins the modelling work: statistics, probability and optimisation, applied daily.
🏅Recognition
Micro1 AI/ML "Outstanding Performance" certificate, awarded for machine learning and data science work assessed on the Micro1 platform.
🧭Before AI/ML
Around five years in HR coordination and virtual assistance — screening, scheduling, records and operations for remote teams. It's why my systems are designed around how businesses actually run.
🛠Core stack
Python · XGBoost · scikit-learn · FastAPI · Streamlit · React · TypeScript · Supabase · PostgreSQL · n8n / Make · YOLOv8 · SHAP · Groq / Gemini APIs.
Let's talk about your project
Book a free 30-minute review or message me on WhatsApp. Tell me the decision you're trying to improve — I'll tell you honestly what it would take.
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