-
🎓 Pursuing an M.Sc. in Artificial Intelligence and Data Science at the University of Hull, UK
-
🔬 Research interests: LLM infrastructure & retrieval systems (RAG), data-centric AI / MLOps, and domain-applied NLP for regulated, high-stakes verticals
-
✍️ Manuscript in preparation — A reliability-first fraud detection serving stack: SLO-aware cascade selection, conformal abstention, and continuous calibration that reduces ECE@20 from 0.3393 → 0.0077, with rolling ECE and Brier monitoring
-
🧪 Undergraduate thesis: Banking Fraud Detection Using Machine Learning — PCA + SMOTE pipeline, best model Accuracy 0.9994, F1 0.798 (awarded top grade)
-
🛠️ Previously: Technical Lead at Tent App, Co-Founder / CTO at Fitness Yomallu, Blockchain/Web3 Track Lead at GDG on Campus — Babcock University
-
💬 Ask me about LLMs, RAG pipelines, ML reliability, data science, and Web3
-
📫 Reach me at f.onwe-2025@hull.ac.uk (institutional) or fortonwe@gmail.com
Languages
ML & Data
Serving & APIs
Databases
Cloud & DevOps
Analytics & Monitoring
