• Backend systems designed beyond coursework
• Machine learning models trained and evaluated on real datasets
• Automation tools used by real communities
• Data pipelines from ingestion → transformation → insight
I care about clean architecture, systems thinking, and measurable output.
Role management, spam filtering, analytics-driven moderation, automation pipelines.
Fine-tuned transformer for pairwise preference learning with strong evaluation metrics.
Backend-powered web tools integrating analytics and user interaction.
Structured ingestion → transformation → visualization → automated output.
If you're building something ambitious in backend, ML, or data systems, I’m interested.
✉ [email protected]
🔗 https://www.linkedin.com/in/ethanlobo/