P-01 / CAPSTONE — SDAIA T5
GreenGuard
Line-following agricultural robot with a Raspberry Pi camera. A tuned
MobileNet classifies plants as healthy or diseased at ~97% and the
robot treats infections automatically.
Python · TensorFlow · TFLite · Raspberry Pi · Arduino
P-02 / PUBLISHED RESEARCH
Coffee Leaf Classifier
Stage-wise framework of four CNNs over a custom benchmark merged from
five public datasets — published as a Springer conference paper.
VGG16 · EfficientNetB0 · DenseNet121 · ResNet152-V2
P-03 / TEAM PROJECT
VIN Store
Storefront designed and shipped for a real art studio — from
social-media-only to its own web presence, as a team of four.
Web design · e-commerce UX
P-04 / DATA ANALYTICS
Call Center Performance Dashboard
An interactive Power BI dashboard to monitor and evaluate call center
performance — turning raw operational data into KPIs and trends
decision-makers can act on.
Power BI · DAX · data modeling
P-05 / TEAM PROJECT / MACHINE LEARNING
Elite Training Programs
A predictive model estimating which trainees are most likely to
complete Tuwaiq Academy's elite training programs — supporting
selection and early-intervention decisions.
Python · scikit-learn · classification
P-06 / TEAM PROJECT
Quote Web Project
A full web app for creating and browsing quotes — home, add-quote, and
browse pages — built as a team for the IT271 course.
HTML · CSS · JavaScript · PHP · Database