DATAWITHUSMANAvailable
Al Khobar, Saudi Arabia . Portfolio, 2026 Edition

MuhammadUsman builds& ships AI.

Software engineer and co-founder. Three live products at Deumatic, a consultancy serving B2B clients across Saudi Arabia, and 200 plus students taught along the way.

Selected Work
Get in Touch
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Projects Shipped
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Students Taught
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Products at Deumatic
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Years Building
00About

Who I am, briefly.

I build data systems and AI tools that help teams make faster decisions. My background covers data analytics, AI engineering, and operations. I have done all three in real jobs, not just side projects.

At Nobel AI, I built the real-time meeting intelligence engine. I designed the API architecture and wrote the technical docs the dev team works from. At Data with Usman, my consultancy, I built an AI-powered lead generation tool with the Anthropic API for Saudi construction clients.

Before that, I managed a 200-plus rider fleet, building the Power BI dashboards and Excel systems stakeholders used to track KPIs. I have also taught Python at Stanford Code in Place and built ML pipelines for predictive analytics.

Based in Saudi Arabia right now, open to remote work and relocation. Looking for roles where I can build actual systems, not just report on them.

Systems Builder
Data-Driven
Remote Ready
01Selected Work

Features from the field.

Featured Project
Live01
02

DealLens

Demo

AI research tool for VC analysts. Screens startups, pulls signal from noise, and drafts structured deal memos so analysts spend time on judgment, not collection.

Live portfolio project demonstrating VC ops workflows.
FastAPIGLM-5.1LangChainNext.js
03

AI RAG Chatbot

Demo

Production-ready RAG chatbot. Upload PDFs, ask questions, get AI-powered answers with source citations. Built with FastAPI, LangChain, and ChromaDB.

Working demo with document upload and citation tracking.
FastAPILangChainChromaDBNext.js
04

Fraud Detection Pipeline

Open Source

End-to-end credit card fraud detection. XGBoost model with MLflow tracking, feature engineering, and a real-time inference API via FastAPI.

Smart thresholding with business-cost-aware optimization.
XGBoostMLflowFastAPIPython
05

Telecom Churn Prediction

Open Source

Machine learning project to predict telecom customer churn using Logistic Regression with class balancing and business insights.

Actionable retention insights, not just a model.
scikit-learnPythonPandas
06

Logistics Research

Open Source

Data analysis and research on logistics and supply chain operations. Covers fleet management patterns and operational efficiency metrics.

Research used to inform fleet operations decisions.
PythonData AnalysisHTML
07

DSA Algorithms

Open Source

Python library of algorithms and data structures: sorting, graphs, DP, trees, heaps. Includes 98 tests and CI pipeline.

98 tests passing, used as a personal reference library.
PythonAlgorithmsCI/CD
08

Kitchen Companion

Open Source

Smart meal planning web app for Pakistani and Asian food lovers. Browse recipes, plan meals, and generate shopping lists.

Built for personal use, open sourced for the community.
JavaScriptTailwind CSS
02Experience

The record, so far.

Deumatic
Co-Founder & Software EngineerEnterprise automation products: CamSort, Dispatch, FileGrid.
2026 - Present
Data With Usman
FounderData science consultancy for B2B clients in Saudi Arabia.
2023 - Present
Stanford Code in Place
Section LeaderSelected from around 2,000 applicants. Teaching Python to students across 10 plus countries.
2026
Nobel AI
System DeveloperReal-time meeting intelligence engine in Node.js.
2026
Alpha Pro Contracting
Operations ManagerOperations and data dashboards for a Saudi construction branch.
2025 - Present
New Packaging
Operations ManagerFleet operations for 200 plus riders serving Talabat, Bahrain.
2023 - 2025
03Stack

Tools of the trade.

AI & ML
LangChainClaude APIscikit-learnXGBoostChromaDBMLflow
Backend & APIs
PythonFastAPINode.jsPostgreSQLDockerTypeScriptNext.js
Data & Analytics
pandasPower BIStreamlitExcel
04Contact

Have a project, a role, or just an idea?

datawithusman@gmail.com
GitHubLinkedInKaggleLeetCode
Usually reply within a day. Open to full-time roles and contract work.