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Learning Machines. Not overnight. Not dramatically.

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Learning Machines. Not overnight. Not dramatically.

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Apps Codes2Share Personal

Cracker Blaster: a little block puzzle I built for my daughter

Kemal June 3, 2026 No Comments

A small, cracker-themed block puzzle I cloned and polished for my four-year-old — built in plain vanilla JavaScript with synthesised audio, a Three.js bloom backdrop, and a deliberately forgiving combo…

Biotechnology Codes2Share

From Lab Bench to Browser: A Hybrid Digital Twin for CHO Cell Culture

Kemal May 30, 2026 No Comments

I rebuilt two published CHO cell-culture papers — a hybrid ODE + machine-learning growth model, and a genome-scale metabolic reduction pipeline — as an interactive digital twin that runs in…

Biotechnology Food

The Ovalbumin Patent Fight and What It Tells Us About Where Precision Fermentation Is Going

Kemal May 22, 2026 No Comments

The Every Company and Onego Bio are now fighting over recombinant ovalbumin in courts on two continents. The way this case resolves will shape how broadly IP rights can be…

Health Personal

Living with a Mechanical Mitral Valve and Warfarin: The Diet, the Biochemistry, and What Nobody Tells You Until It’s Too Late

Kemal May 15, 2026 No Comments

What I wish someone had handed me on discharge day: the biochemistry of warfarin and vitamin K, the food atlas, the drug and herbal interactions, travel, and the daily operating…

Apps

CellSeg v0.1.0 is out

Kemal May 8, 2026 No Comments

Three months ago I started building an Android app to count cells. Today the first public build is up, and I’d like to introduce it properly. It’s called CellSeg, and…

Personal

The Night My Heart Stopped Being Just an Organ

Kemal May 7, 2026 No Comments

I had severe mitral regurgitation and a blocked coronary artery. On 22 April 2026, surgeons at Royal Papworth replaced my mitral valve with a mechanical prosthesis and bypassed the blocked…

Codes2Share

The bench problem that wouldn’t go away

Kemal May 7, 2026 No Comments

There’s a thing that happens in a tissue culture lab that I’ve never quite gotten used to, even after years of doing it. You pull a sample from a flask…

Codes2Share

Simulating the Corpus Clock: A Hybrid Dynamical Systems Model of Taylor’s Chronophage

Kemal April 18, 2026 No Comments

The Corpus Clock sits at the corner of Corpus Christi College, Cambridge. Unveiled in 2008 by Stephen Hawking, it was designed by inventor John C. Taylor as a meditation on…

Biotechnology

Running a 5-Litre Lysine Fermentation From Scratch. Everything Nobody Tells You

Kemal February 19, 2026 1 Comment

If you’ve ever read a paper on lysine production with Corynebacterium glutamicum and thought “right, but what do I actually do on Monday morning when I’m standing in front of…

Biotechnology Codes2Share

Why I Stopped Trusting My Gut (and Started Trusting My Models) — AI in Lysine Fermentation

Kemal February 19, 2026 No Comments

Look, I’ll be honest. For years I ran bioreactors the way most of us do: set your temperature, set your pH, watch the DO trace, take a sample every few…

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About Me

Kemal Yaylali

Kemal Yaylali

Bioprocess Engineer, Modeler, Machine Learning Dreamer

Tags

AI AI in Healthcare amiodarone android antibiotic interactions Antibody Developability Antibody Development Biologics Manufacturing Biopharmaceuticals Bioprocess Engineering Bioprocessing build-in-public Business cell-segmentation Cell Culture cellpose cinema Computational Biology Corynebacterium glutamicum cranberry warfarin Data Science health K1 phylloquinone K2 menaquinone kotlin Machine Learning Mathematical Modeling microscopy model predictive control Monoclonal Antibodies natto NSAIDs onnx-runtime Open Source patient experience Pharma Tech Precision Fermentation Python sport Tech Therapeutic Antibodies travel travel with chronic illness Upstream Processing world

Recent Post

Cracker Blaster: a little block puzzle I built for my daughter
June 3, 2026
From Lab Bench to Browser: A Hybrid Digital Twin for CHO Cell Culture
May 30, 2026
CHO Digital Twin
The Ovalbumin Patent Fight and What It Tells Us About Where Precision Fermentation Is Going
May 22, 2026
Ovalbumin Wars
Living with a Mechanical Mitral Valve and Warfarin: The Diet, the Biochemistry, and What Nobody Tells You Until It’s Too Late
May 15, 2026
Warfarin Treatment
CellSeg v0.1.0 is out
May 8, 2026
CellSeg

Kemal's

Learning Machines. Not overnight. Not dramatically.