Kemal Yaylali

@kmlyyll
57 Followers
557 Following
232 Posts
I model, I simulate, I deep learn, I create algos, I train models, I predict things in biotech and bioprocessing.
Bloghttps://kemal.yaylali.uk
Xhttps://x.com/kmlyyll
Buy me a coffeehttps://buymeacoffee.com/kemalyaylali
Patreonhttps://www.patreon.com/c/kemalyaylali
Kemal Yaylali4d ago
PixelUnion5d ago

On June 12, developers across Europe woke up to a 403 error. Not a bug. A geopolitical decision. ⚠️

The U.S. government banned Anthropic's most advanced AI models for European users overnight. No warning. No appeal. Just a kill switch.

If the infrastructure is American, someone else holds the keys.

🐘 https://pixelunion.eu/blog/2026/06/antphoic-mythos-export-controls/

#DigitalSovereignty #EuropeTech #AI #Privacy #BuyFromEU

What Anthropic’s Forced Shutdown Means for European Sovereignty | PixelUnion - Free your photos from American tech platforms

When a U.S. export-control order silenced Anthropic's Claude Fable 5 across Europe overnight, it shattered the myth of the 'safe American cloud', and proved digital sovereignty is now a survival requirement.

PixelUnion - Free your photos from American tech platforms
Show threadKemal Yaylali5d ago

World Cup 2026 predictions, built with:

🎲 Dixon-Coles Poisson model for scoreline distributions
⚡ Elo ratings for team strength
🔄 Live in-play updates as goals come in
📊 Calibration charts & Brier scores — model grades itself publicly
🐍 FastAPI + Streamlit on Railway

https://fifa-world-cup-2026.up.railway.app/

#Python #MachineLearning #WorldCup2026 #DataScience

Streamlit

Kemal Yaylali5d ago

Built a live ML predictions dashboard for the 2026 World Cup ⚽

Dixon-Coles Poisson model + Elo ratings trained on 40+ years of data. Scoreline probabilities, group standings, knockout bracket projections, and the model grading its own predictions after every match.

https://fifa-world-cup-2026.up.railway.app/

#WorldCup2026 #MachineLearning #OpenSource

Streamlit

Show threadKemal YaylaliJun 9

6) Speed Bonus: New section with exact thresholds (+10/+20/+35/+50).

7) Hot Rows & Columns: New section explaining the 6/8 and 7/8 amber glow system.

8) Power-ups: Row Bomb (violet bar) added with scoring details.

9) Levels & Achievements: Unchanged (still accurate).

https://cracker-blaster.vercel.app

Cracker Puzzle

Show threadKemal YaylaliJun 9

09.06.2026

A few updates you might like:

1) The Basics: Added next-piece preview strip mention

2) Tap to Rotate: Row Bomb added to the "can't rotate" list.

3) Shuffle Lifeline: Added 70%+ fill power-up guarantee note.

4) Scoring: Combo table updated to ×1.6 / ×2.5 / ×4.0 / ×6.0 / ×10.0; added Perfect Fit +150 and Speed streak rows.

5) Combos: Documents the 1-miss grace window ("SAVE YOUR COMBO!"), ×10 cap, and milestone celebrations.

Kemal YaylaliJun 9

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

Remove Background Noise from Video Without Re-encoding: An Audio-Only Approach with DeepFilterNet3 – Kemal's

Kemal YaylaliJun 7

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.

Show threadKemal YaylaliJun 6
Share ScoreThe Game Over screen now has a 📤 SHARE SCORE button. On mobile it opens the native share sheet; on desktop it copies the score text to clipboard and briefly shows ✓ COPIED!.
Show threadKemal YaylaliJun 6

5 New Achievements (6 → 11 total)
AchievementCondition
⚡ On a RollReach Combo ×5
✂️ Cross SweepClear a row and column at the same time
🌊 WipeoutClear 12+ cells with a single Wild Line
💥 Full BlastBomb detonates all 9 cells
🥇 Gold RushScore 25,000 pts in one game

Adjacency Bonus FeedbackWhen a placed piece touches existing cells, a small green +N adj label floats up alongside the score and making the hidden adjacency bonus mechanic visible to players.

Show threadKemal YaylaliJun 6
Shuffle LifelineA ⟳ SHUFFLE button appears below the tray. Press it to replace all three current pieces with new ones — free, once per tray round. The button grays out after use and re-enables when the next triplet is dealt. Comes with a noise-sweep sound.