Learning & Exploring Survival Analysis Part 1 - A Note To Myself

A note to myself on survival analysis — KM curves, log-rank tests & Cox models 🧮 If I wrote it the way I understood it, maybe I’ll actually remember it 🤞

Exploring and Learning Quantum Computing Part 1

Dipping my toes into quantum computing 🌊 — circuits, gates, superposition. Still very much a beginner, but hands-on experiments with qiskit + R’s reticulate made it click a little more. Baby steps!

Learning Chromosomal AmpC beta-lactamase Producing Organisms And Its Mechanics

🦠 Made up my own memory tricks — Amp(G)atekeeper, Amp(D)umpster, Amp(R)epressor — to understand AmpC mechanics. Learnt Serratia has 2 recyclers (AmpD + AmiD2) making derepression harder, and E. coli lacks AmpR so AmpC stays silent! 🙌

Navigating Financial Statement And The Story It Tells Us - A Note To Myself

📊 Dipping my toes into financial statements — income, balance sheet & cash flow. Still don’t fully get it, but slowly piecing together the story these numbers tell. Warren Buffett makes it look easy 😅 Baby steps! 🌱

Exploring Piperacillin/Tazobactam Probability of Target Attainment (PTA) in Pseudomonas

Exploring pip/tazo PTA for Pseudomonas using popPK simulation. Key finds: 30-min infusions fall short of 90% PTA at MIC 16; prolonged infusion helps, but neutropenic fever population sees the biggest drop in PTA. ~46% of susceptible PsA isolates carry blaOXA-2 — tazobactam matters more than I thought