Ahmed Elshazly · Software & Data Engineer
Messy data in.Reliable systems out.
I'm a software and data engineer. I turn messy manual work into scraping pipelines, ETL jobs, and software people can rely on. Based in Kigali, Rwanda.
01: Selected Work
Things I've built and researched
→EduBridge Analytica: a research instrument educators can run
Research software for educational data mining. AI suggests spreadsheet mappings and fixed mathematics ranks features as well as educators make the decisions.
→DealerIQ: dealership records and forecasting
A FastAPI and Next.js dealership system that keeps orders and inventory in one ledger, then adds forecasts, anomaly detection and lead scores as well as alerts.
→Vitae: a life and career system of record
A typed, versioned personal graph that answers two questions deterministically: who should I call, and what do I say about myself for this job. Every score decomposes into the reasons behind it. No language model runs anywhere in the product.
→Trace: a timestamped record of your moments
A multi-user timeline where time is the primary key, built on Express and MongoDB Atlas with per-user isolation proven by tests and a record you can export as plain Markdown.
→The Living Archive: Henry Chukwudi John's portfolio and CMS
I engineered Henry Chukwudi John's scholarly portfolio and CMS, including a 14-type block editor and the Marginalia blog as well as an admin control centre.
→ahmdmshazly.me: this portfolio and its content studio
The site you're on: Next.js 15 + Firestore with a private admin studio, security enforced by tested rules, and CI that checks pixels and accessibility on every route.
02: Capabilities
From raw data to a system someone can run
01
Data pipelines
I turn scattered, inconsistent sources into datasets a team can rely on, through scraping, ETL, and validation.
02
Automation and AI workflows
I pair LLM tools with hard validation and human review, cutting repetitive work without handing accuracy to the model.
03
Applied ML and research
I frame the question, build the experiment, and publish enough detail for someone else to reproduce the result.
04
Software engineering
I build the web systems around the data with Django, PostgreSQL, and TypeScript, then test their roles and failure paths.
Let's build something