Samir Ibrahim

Summary

I am a software developer expanding into data analytics — combining engineering with data-driven problem solving.

Selected projects

• Canadian Mental Health Data Analytics Platform

  Question: How are population-level mental health trends shifting across Canada, and where should public-health attention focus?

  Highlight: Provincial and youth-crisis indicators vary sharply by region — patterns are associational, not causal, and require population-level framing.

  Python · Pandas · SQL · scikit-learn · Next.js · TypeScript

  https://cafe-valley.com/projects/canadian-mental-health-analytics

• GTA Housing Affordability

  Question: How affordable is renting in different Greater Toronto Area municipalities when rent is compared to local household income?

  Highlight: Affordability varies sharply by municipality; city-level (CSD) data reveals differences that CMA-wide averages hide.

  Python · SQL · Microsoft Fabric · Power BI · CMHC data · Statistics Canada

  https://cafe-valley.com/projects/gta-housing-affordability

• Bitcoin Price Signal System

  Question: Can economic indicator data help flag likely Bitcoin price direction shifts?

  Highlight: Economic data can be structured into repeatable direction signals — experimental, not financial advice.

  Python · Pandas · Selenium · PyQt6 · APIs

  https://cafe-valley.com/projects/bitcoin-price-signal-system

• DCI Global Network Explorer

  Building a global research network for digital currency

  Next.js · Vercel · Maps · Admin dashboard · CRUD

  https://cafe-valley.com/projects/dci-global-network-explorer

• Collegium

  Comprehensive college administration platform managing the full student lifecycle

  JavaScript

  https://cafe-valley.com/projects/collegium