lighterny Goto Github PK

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