Kemal Yaylali
kmlyyll@mastodon.social
<p>I model, I simulate, I deep learn, I create algos, I train models, I predict things in biotech and bioprocessing.</p>
Posts
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Post #3261479
Excited to open-source perfusio v0.1.0! A Python toolkit for Bayesian experimental design &amp; digital twins in perfusion bioprocessing โ built for CHO cell culture, GP surrogates, and active learning loops. ๐ฆ pip install perfusio ๐ http://github.com/lynchaos/perfusio ๐ https://pypi.org/project/perfusio/ ๐ https://lynchaos.github.io/perfusio/ #bioprocess #MLOps #openscience #Python
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Post #3261478
I have to renew all my computers. A new Linux pc, a Mac and a desktop. Too expensive ๐ป
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Post #3261477
For yesterdays rally at London, I built a crowd counting system from scratch on Apple Silicon ๐ Trained a custom Swin-T + CNN hybrid on ShanghaiTech Part A โ MAE 237.69. Then tested pre-trained DM-Count models on an aerial rally photo to see how domain matters: ๐ธ rally.jpeg results: โข DM-Count QNRF (high-res diverse): 2,077 I will soon publish this on GitHub. All running on MPS (no CUDA) ๐ฅ #ComputerVision #DeepLearning #CrowdCounting #PyTorch #MachineLearning
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Post #3261476
I cloned a block puzzle for my daughter and fell down a polish rabbit hole. ๐ช Cracker Blaster: drag pieces onto an 8ร8 board, clear rows/columns, chain combos. The combo is deliberately forgiving and it survives a fumble, so it&#39;s kind to small hands. Vanilla JS, no build step. Audio is fully synthesised with the Web Audio API (chiptune tracks that crossfade as you heat up), plus a Three.js bloom backdrop. AI did the music and visuals ๐ค โถ๏ธ https://cracker-blaster.vercel.app
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Post #3261475
Working on TIL-Scope!! Tumour Microenvironment Atlas Single-cell report: the T-cell infiltrate An automated, reproducible scRNA-seq analysis of the tumour immune microenvironment, with an LLM-written interpretation aimed at a T-cell-engager discovery programme.
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Post #3261474
Remove Background Noise from Video Without Re-encoding: An Audio-Only Approach with DeepFilterNet3 https://kemal.yaylali.uk/remove-background-noise-video-deepfilternet/ https://github.com/lynchaos/denoise