I work on applied machine learning and deep learning. This site collects my past detailed work as technical write-ups, projects, and blog posts.
Each write-up covers the decisions behind the work, not only the result.
Hi, I'm Johnny 👋🏻
Latest posts
See all postsWork Experience
See all workRecent projects
See all projects- Network Analysis on AWS EMRDistributed graph pipeline on AWS EMR, turning 2.4M Twitter edges into a low-latency Flask API and React dashboard.
- Semi-Supervised Anomaly DetectionSemi-supervised ensemble of six detectors over temporal features, lifting heavy-truck fault detection by 70% AP.
- EEG-to-Image GenerationDiagnosed and repaired an EEG-conditioned diffusion pipeline, lifting 50-way generative accuracy from 0.02 to 0.94.
Let's Connect
If you want to get in touch with me about something or just to say hi, reach out on social media or send me an email.