About
I build ML systems and data infrastructure. 19 open-source repositories spanning agents, document AI, distributed storage, NLP evaluation frameworks, and full-stack applications. I write research code that works at production scale.
GSoC 2025 contributor. Previously co-founded Neotix. Studying Computer Science at Oklahoma Christian University.
Current Focus
- Memory-augmented agents — ReAct with 4 memory modes, needle-in-haystack evals showing 0% to 100% retrieval recovery.
- Document AI — GSoC 2025. Layout detection, OCR, and post-correction on Renaissance manuscripts.
- Data infrastructure — Distributed MinIO + LakeFS for reproducible ML experiments.
- Biomedical NLP — Token-level and span-level clinical concept extraction benchmarks.
Other Work
- ArtExtract — CNN-RNN artwork classification.
- ISSR — Crisis detection via NLP and geospatial signals.
- MediSync — Health records platform.
- AgriFinance — Credit scoring for smallholder farmers.
- ConnectFarm — Agricultural marketplace.
- CampusBuddy — Campus events app.
- G1 Humanoid RL — Dynamic locomotion in MuJoCo.
- Swarm Simulator — Multi-agent flocking and formation.
- Custom PyMyCobot — Leader-follower control for data collection.
Stack
Python, C++, Java, Dart, JavaScript. PyTorch, Transformers, Docker, MinIO, LakeFS, Flutter, React, Firebase.