University
University projects
Academic projects that show strong fundamentals in machine learning, data structures, product thinking, and technical experimentation.
S
UTEC Thesis
Software Defect Prediction
Hybrid Transformer (CodeBERT-SMCH) combining semantic embeddings with 20 static code metrics for within-project software defect prediction. Recall 0.81, F1 0.62.
CodeBERTPyTorchResearch
C
NASA challenge
Covid tracker
COVID-19 risk calculator app.
AppDataRisk
S
Forecasting
Students enrollment projection
Students projection service for university enrollment.
MLForecasting
S
Data structures
SS-Tree data structure
SS-Tree multidimensional data structure demonstration with interactive insertion and deletion.
InteractiveAlgorithms
Q
Data structures
Quad-Tree data structure
Quad-Tree multidimensional data structure demonstration with interactive insertion and deletion.
InteractiveAlgorithms
D
Product project
Driving test administration
Driving test administration app.
AppAdmin
M
Graphs
Minimum flight distance
Minimum flight distance app.
AlgorithmsDatabases
