Royce Salah

Software | Data | Engineer





Introduction


Welcome to my portfolio website. I graduated from UC Davis with my BS in Civil Engineering and am currently pursuing my MS in Computer Science from Georgia Tech. With experience in software development, machine learning, and analytics, I have a passion for building robust and scalable software systems to solve real-world problems. Feel free to check out my portfolio to learn more about some of my projects and background.

Projects


Multivariate Solar Forecasting

Developed a robust solar forecaster which utilizes machine learning to accurately predict solar energy outputs by evaluating the performance of several regressive machine learning techniques including K-Nearest Neighbor, Deep Learning, Gradient Boosting, and Random Forest.

Python
TensorFlow
OpenCV
Pandas

Traffic Sign Classification

Utilized OpenCV, TensorFlow, and the GTSRB dataset to develop a model capable of classifying traffic signs with 99% accuracy.

Python
TensorFlow
OpenCV
Pandas

Spotify Top Chart Diagnostic Analysis

Diagnostic analysis of Spotify top chart data to analyze what trends and characteristics makes a song successful.

SQL
Tableau
Spotify API
matplotlib

Disneyland Sentiment Analysis

Sentiment analysis of Disneyland visitor reviews with the goal of comparing satisfaction and identifying problems at three different locations.

SQL
Tableau
Python
Pandas

Education


Georgia Institute of Technology

Master of Science, Computer Science

Relevant Coursework

Computer Networks, Machine Learning for Trading, Knowledge-Based Artificial Intelligence, Data Analytics and Security

University of California, Davis

Bachelor of Science, Civil Engineering

Relevant Coursework

Probabilistic System Analysis, Spatial Data Analysis, Computational Methods

Awards

Dean's List, Engineering

Professional Development


Microsoft Certified: Azure Fundamentals | Microsoft

Data Structures and Algorithms Specialization | University of California, San Diego

Introduction to Artificial Intelligence with Python | Harvard

Introduction to Python Programming | Harvard

Google Data Analytics | Coursera

Resume



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