About Me
I'm a software engineer with over a decade of experience in infrastructure, SRE, and developer tooling. More recently, I've been exploring machine learning, research workflows, and Android app development. I enjoy building tools and systems that make other engineers and researchers more effective.
Projects
Deepfake Music Detector 🔗
Built a CNN in PyTorch to classify AI-generated music vs. real recordings using mel-spectrograms. Demonstrated high accuracy and used cross-validation for evaluation. Read the paper on arXiv.
Board Game Assistant (Android) 🔗
A Kotlin-based Android app to track board game libraries, log plays, and sync stats with friends. Integrated BoardGameGeek API, Firebase, and Firestore for real-time data.
Rules Retriever (RAG Project) 🔗
In-progress RAG app that uses embedding search and LLMs to answer rules questions about board games. Built with FAISS, SentenceTransformers, and Streamlit UI.
Suggest.games 🔗
A lightweight, containerized Flask app that recommends board games based on player count and play time. Powered by the BoardGameGeek API and deployed to Google Cloud Run using Docker and Cloud Build. View on GitHub.
Contact
Email: sunday.nick@gmail.com