My name is Ethan Saline, I am a Data Scientist and Machine Learning Engineer currently studying at BYUI. I have a strong work ethic and learn quickly on the job. Here is my Portfolio Website
You're gonna want me on your team!
I design production-oriented AI systems that combine machine learning, automation, and human-in-the-loop validation for high-stakes environments.
- Healthcare AI & Clinical Decision Support
- Defense & Intelligence AI Systems
- AI Agents & Autonomous Workflows
- Multimodal Machine Learning
- Scalable Data Pipelines
Human-in-the-loop X-ray diagnosis system designed for clinical and operational environments.
- Multimodal pipeline combining:
- Image embeddings
- Retrieval-augmented generation
- CNN diagnostic classifier
- Grad-CAM explainability heatmaps
- Weekly automated retraining pipeline
- Retrieval Recall@5: 89.7%
- Inference latency: < 2 seconds
- Target: Hospital-ready deployment
- Clinical decision support
- Battlefield medical triage
- Remote diagnostics
- Emergency response systems
- Python
- PyTorch
- FAISS
- PostgreSQL
- Redis
- BioViL
- CNNs
Designing and developing an AI Agents curriculum focused on real-world deployment.
- Autonomous decision systems
- Multi-agent coordination
- Tool-using agents
- Retrieval-augmented agents
- Production deployment patterns
- Healthcare automation
- Intelligence analysis
- Defense logistics
- Predictive monitoring systems
- Supervised Learning
- Unsupervised Learning
- Deep Learning
- Time Series Analysis
- Reinforcement Learning
- Retrieval Systems
- Vector Databases
- Model Pipelines
- DAG-based Workflows
- Production ML Systems
- Python
- R
- SQL
- Databricks
- PostgreSQL
- Redis
- Radiology AI
- Clinical Decision Support
- Predictive Diagnostics
- Medical Workflow Automation
- Sensor Data Analysis
- Autonomous Decision Systems
- Situational Awareness AI
- Multimodal Intelligence Systems