📍Sweden | 🤖AI & Software | 🛠️25+ years building

Whale calls. Medical ultrasound. Edge ML on microcontrollers.I chase hard AI problems, since before deep learning was deep.

• 🖥️pi-coding-agent: Emacs-native interface for AI-assisted coding.
• 🗺️CrimeCity3K (repo): Browse 100k+ Swedish police incidents on a map. Filter, search, compare across regions.
• 🎮roblox-pi-template: Build Roblox games by talking to AI.
• 🪑Posturama (repo): Webcam-based posture alerts to prevent neck strain. No install, no data leaves your browser.
• ✈️Aviation Anomaly (repo): 4B ADS-B records filtered to find the real emergencies.
• 🎲TRELLIS.2: Fork with Modal serverless deployment for image-to-3D generation.
• 🐳claucker:--dangerously-skip-permissions without the danger. Claude Code in a container.
• 🧪pytest-bashdoctest: Docs rot. Test examples in your documentation to prevent that.
• 🌅daylight-hours (repo): Visualize sunrise, sunset, and daylight patterns throughout the year.

• 📚nolearn: Pioneering deep learning library, integrated Lasagne and scikit-learn (954⭐)
• 🔬skorch: Co-author of the popular scikit-learn compatible PyTorch wrapper (6k⭐)
• ⚙️palladium: Framework for setting up predictive analytics services (488⭐)
• 🏥Medical AI: US patents on AI-guided ultrasound, probe navigation (US10993697) and automated diagnosis (US11540808)
• 🏆Kaggle Master: Six competitions, three top-10 finishes, three top-10%
• 🐋Using deep learning to listen for whales: Applied ImageNet CNN architecture to audio signals (2014)
• 🎯Using CNNs to detect facial keypoints: Widely-read tutorial for training a CNN to detect facial keypoints
• 🦋Identifying birds, butterflies, and wildflowers: Image recognition for species identification (2014)

• 🎯AI/ML Consulting · From novel architectures to production systems
• 🏋️Team Leadership · Built and led ML teams at Samsung, Butterfly Network, Securitas
• 🎓Training · Workshops on AI engineering, deep learning

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1. pi-coding-agentpi-coding-agentPublic

   Emacs frontend for the pi coding agent

   Emacs Lisp 48 9

2. nolearnnolearnPublic

   Combines the ease of use of scikit-learn with the power of Theano/Lasagne

   Python 954 259

3. kfkd-tutorialkfkd-tutorialPublic

   Code for tutorial: 'Using convolutional neural nets to detect facial keypoints' (from 2014)

   Python 115 57

4. cuda-convnetcuda-convnetPublic

   My fork of Alex Krizhevsky's cuda-convnet from 2013 where I added dropout, among other features.

   Cuda 260 148

5. skorch-dev/skorchskorch-dev/skorchPublic

   A scikit-learn compatible neural network library that wraps PyTorch

   Jupyter Notebook 6.2k 403

6. ottogroup/palladiumottogroup/palladiumPublic

   Framework for setting up predictive analytics services

   Python 488 56