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adrienbelcastro/README.md



Business degree → bootcamp → Computer Science degree. I took the long route into software engineering, which shaped how I think about full-stack systems and machine learning.

Currently, I’m the Software & Electrical Systems Lead for Brock Formula SAE, building systems that support engineering workflows and performance.

Outside of development, I spend time in the gym or working on cars — usually so my brain doesn't fry from staring at a screen all day.


⚙️ Tech Stack

🌎 Languages

typescript logo python logo java logo javascript logo cplusplus logo postgresql logo mysql logo html5 logo css logo

👷‍♂️ Frameworks

react logo nextjs logo flask logo go logo spring logo sass logo express logo nodejs logo redis logo

🛠️ Dev tools

docker logo git logo kubernetes logo googlecloud logo amazonwebservices logo cloudflare logo

📚 Libraries

pandas logo numpy logo pytorch logo pytest logo


🚀 Projects

Project Stack Description
🏎 Formula SAE Platform Next.js Engineering team platform for Brock Racing
🧭 Brock Campus Navigation React Native • Node.js Navigation Application For Brock University
🧠 Road Hazard Detection Python • Yolov8 • Flask Neural network + ML navigation app
📱 RentSwipe Next.js • React Native Rental app that connects landlords and tenants one swipe at a time
📈 Momentum React • Node.js Calorie Tracker that uses recipes instead of individual ingredients making tracking easier to do and easier to stick to
☕ Coffee Shop System Next.js • PostgreSQL • Stripe Full-stack ordering + payments system


📈 Showcase

A few projects I've built.


💻 Web Projects

🚧 Road Hazard Detection

Computer vision system for detecting road hazards in real time and finding the best route.


📱 Mobile Projects

🧭 Brock Campus Navigation

Indoor campus navigation app.

📈 Momentum

Fitness & nutrition application.



🚀 Roadmap

Projects and features currently under active development.


🛣️ Road Hazard Detection

  • Expand and rebalance the training dataset to improve hazard detection accuracy.
  • Improve model reliability across a wider range of road conditions.
  • Refine route generation to eliminate dead-end paths caused by waypoint selection.
  • Continue optimizing inference performance for real-time navigation.

📱 Brock Campus Navigation

  • Prepare the application for App Store release.
  • Improve indoor navigation accuracy and campus coverage.
  • Continue refining routing and user experience.

💪 Momentum

  • Complete a premium redesign with a cleaner, more modern interface.
  • Integrate an AI coach to:
    • Encourage users to stay consistent.
    • Generate personalized workout plans.
    • Recommend nutrition plans based on user goals.
  • Build a proprietary nutrition database for more accurate macro and calorie tracking.
  • Compare nearby grocery stores to recommend the most affordable ingredients for meal plans.

🐶 Pet Care Platform

  • Real-time messaging between clients and pet care providers.
  • Online booking and scheduling.
  • Client approval workflow for new customers.
  • Business management dashboard for availability, bookings, and services.
  • Appointment reminders and booking notifications.

🚀 Current Direction

Right now I’m focused on:

  • Deploying ML systems into real-time applications
  • Improving performance and reliability of navigation tools
  • Building production-grade full-stack systems with React/React-Native + Node.js + Supabase

📊 GitHub Stats

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  1. adrienbelcastro adrienbelcastro Public

  2. BrockCSC/website BrockCSC/website Public

    Official website and admin portal for the Brock Computer Science Club: events, resources, club email and member management.

    TypeScript 1