🎯 Aspiring Data Scientist | Bridging healthcare expertise with machine learning
🔬 Former Histotechnician with 2+ years in clinical labs
💻 Skilled in Python, SQL, Power BI, and generative AI for healthcare
📊 Passionate about using data to improve patient outcomes and lab efficiency
- PathSlide2Report – Multimodal GenAI app: slide + metadata → natural-language report (deployed on Streamlit)
- Patient Outcome Analysis – Identified key factors driving patient recovery trends
- Lab Turnaround Optimization – Detected process bottlenecks, reducing simulated delays by 15%
- Disease Risk Prediction – Machine learning model anticipating conditions based on lab data
Python | Pandas | SQL | Scikit-learn | Streamlit | Power BI | Power Automate | GitHub Actions | AWS (in progress)