-
My Github Highlights:
- 2Dvs3D: where I compare 2D versus 3D CNN's on classifying lung disease from chest CT scans.
- Patient Readmission Class Imbalance: showing how SMOTE improves 6 different ML models for predicting patient readmissions.
-
💻 Currently Working on:
- Analysing NHS secondary medicines data to interrogate trends in prescription behaviour by geolocation, trust organisation, medication, etc.
- Data quality profiling/analysis on healthcare datasets, and analysing and researching the impacts of data quality improvement techniques.
-
📫 Contact Me:
- 👨🏼💻 LinkedIn
- 📧 Email: [email protected]
-
👨🏼💻 Data Science projects I would like to pursue in the future:
- Integrating multi-omics with patient health records, medical images, and wearable data.
- Integrating unstructured text and imaging data to enrich patient electronic health records.
-
📚 Currently Reading:
- Meditations by Marcus Aurelius
- 12 Rules for Life by Jordan B Peterson
-
🏋🏼♂️ Current Fitness Facts:
- Full Body Split x5/week
- Currently at 88kg & 12% fat
- Current One Max Reps:
- Squat: 110kg
- Bench Press: 95kg
- Deadlift: 120kg
-
🎹 Currently Practicing:
- Chopin Etude Op 10 #1 Cmaj
- Bach's 2-Voice Inventions (#1 Cmaj, #8 Fmaj, and #14 Bbmaj)
- Saint-Saens Le Cygne
- Liszt Liebestraume #3 Abmaj
-
🎹 Piano Repertoire Wishlist (For Future Learning):
- All Bach 2-Voice Inventions (#3 D, #4 D, #5 Eb, #6 E, #7 Em)
- All Bach Sinfonias
- Chopin Etudes Op 10 (#2 Amin, #4 C#min, #5 Gbmaj, #8 Fmaj)
- Chopin Etudes Op 25 (#6 G#min, #9 Gbmaj)
- Liszt's Un Sospiria