Hello,
I'm Edwin.

I'm a developer.
I build systems that solve real problems.
From the sensor to the interface.

View Projects About Me
Edwin Awariyah
RIYPE ParkPilot Smart Hotel System CourierGuard Distributed LLM Cluster Computer Vision IoT Systems Embedded AI RIYPE ParkPilot Smart Hotel System CourierGuard Distributed LLM Cluster Computer Vision IoT Systems Embedded AI

Building systems that actually work.

A collection of projects that span across AI, IoT, embedded hardware, and software, each one a real problem pushed all the way to a working solution.

MULTIMODAL
HAND-HELD
LOCAL EDGE AI
RIYPEOS

RIYPE

HandheldFruitRipenessPrediction

RIYPE Model 01
MULTIPLE DATA POINTS
RGB Snapshot
SPECTRAL
TEMPERATURE
REFLECTANCE
0,0,0 RGB
0.0 nm
0.0 °C
0.0 %
COMPUTER VISION
SPECTRAL DATA
ENVIRONMENTAL DATA
MULTIMODAL INPUT
MULTIMODAL NEURAL PROCESSOR
INFERENCE

Ready to transport

82%

Good

Riype

Handheld on-device AI-powered system that uses computer vision and near-field spectroscopy to assess fruit ripeness and quality in real time - helping reduce the 40-50% of produce wasted annually across the agricultural supply chain.

View Project Website

ASL COMMUNINICATOR

SCANNING HAND MOTION...
Motion Captured
CAPTURED HAND MOTION IS CONVERTED TO COORDINATE FIELD
B B
0% ASL LETTER MATCH

ASL Communicator

A camera-based system translating American Sign Language to text in real time using hand-landmark tracking. Recognises static ASL letters with confidence scoring.

Live hand tracking at 30+ FPS with instant letter detection.

Launch ASL Communicator

PARKPILOT

Real-timeparkingintelligence

VEHICLE RECOGNITION
OCCUPANCY MAPPING
Occupied Available
STRUCTURED OUTPUT
location—
coordinates—
timestamp—
total_spaces—
available—
occupied_bays—
empty_bays—
SPATIAL RECONSTRUCTION
0% occupied

ParkPilot

Computer-vision powered parking detection with one clean API - instantly integrable into any mapping or navigation platform.

40%Less circling
LiveCamera feed
↓CO₂Emissions
Get Started Learn More
CourierGuard
Your parcel is on its way.
ParcelCG-20481
RouteAccra → Kumasi
VehicleBUS-017
In transit
5.6037° N, 0.1870° W
INTERNET CONNECTED
6.1254° N, 1.6258° W
INTERNET LOST    GPS ACTIVE
The internet is lost.
The network isn't.
Routing over nearby devices
OFFLINE
Your parcel
CG-20481
Accra → Kumasi
In transit
Updated 8s ago
One parcel was the example.
The network scales to the fleet.
No internet.
Still tracking.
CourierGuard
Location finds a way.

CourierGuard

CourierGuard tracks parcels, couriers, and fleets over cellular and long-range radio - relaying location data across a mesh of nearby devices until it reaches the cloud.

GPS+ LoRa + LTE
MeshNetwork relay
APIReady
  • Real-time GPS tracking
  • Offline mesh relay
  • Tamper detection alerts
Visit project website
LOADING VIDEO PREPARING PLAYBACK
PRODUCT / SCAN / CART / PAYMENT / INVENTORY / MANAGEMENT

SHOP

Inventory&POSSystem

Video coming soon
Product Scan Cart Payment Inventory Management

Shop Inventory & POS System

A complete retail management solution: a Flutter-based POS with real-time thermal-printer integration, a Python backend on a custom database schema, and a companion mobile + web app.

Management LayerThermal Printer SupportPOSMobile App Companion

Shop Inventory & POS System

A complete retail management solution: a Flutter-based POS with real-time thermal-printer integration, a Python backend on a custom database schema, and a companion mobile + web app.

Management LayerThermal Printer SupportPOSMobile App Companion

Distributed

LLMCluster

LLM CORE - INFERENCE
ACTUATORS
VISION
SENSORS
A CONSTELLATION OF MACHINES
DISTRIBUTING TASKS
PARALLEL COMPUTE

Multiple machines.

One intelligence.

Distributed LLM cluster hardware

Distributed LLM Cluster

Multiple boards, one intelligent cluster

A lightweight distributed LLM running across several low-power ARM single-board computers - pooled with Exo and serving Liquid AI models for fast, context-aware, on-device inference at the edge.

View on GitHub
08 - Hardware

Hardware Projects

07 projects

09 - Software

Software Projects

09 projects

View Resume