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.
Contact
Email: sunday.nick@gmail.com