Anatoly Ryabchenko — AI Engineer

Anatoly Ryabchenko — AI Engineer open to Computer Vision / ML engineer roles · remote / EU Anatoly Ryabchenko,an AI agent engineer loc:Europe tz:UTC+2 status:● shipping arsh — anatoly's interactive resume shell 0 cmd arsh v1.0.0 · type "/help" for slash commands arsh@anatoly ~ ❯ About 01 / 08 I'm an engineer who likes to ship the hard parts— the real-time perception loop, the model that has to run on a Jetson in a cold cabinet, the measurements that pass certification. The last five years have moved across computer vision and ML, from traffic-enforcement speed measurement to multi-camera tracking on ski slopes to on-device threat detection. What I care about: correctness,latency, honest evaluation, and building systems that survive contact with reality. I read papers, I write CUDA, I argue about clean architecture, and I take long runs to think. roleAI engineer focuscomputer vision · ml years5+ availability● open Skills 02 / 08 Deep in Computer Vision and ML. Comfortable across the rest of the stack. 8/8 all(8)core(3)production(6)research(2)tooling(2)leadership(1) /languages Languages PythonC/C++CUDASwift /ml Machine Learning data collectionannotationmodel selectiontrainingquantizationpruningdeploymentmodel monitoringPyTorchONNXTensorRTCoreMLMLflowCVAT /cv Computer Vision image processingcodecscalibrationself-calibrationfeature detectionfeature matchingSLAMobject detectionobject segmentationobject recognitionobject trackingface recognitionOpenCV /backend Backend FastAPIPostgreSQLRedisRabbitMQAWSCloudflare /frontend Frontend ReactSolid.js /infra Infra & Tooling GitGitHub ActionsDockerKubernetesCMakeprofilingoptimization /practices Practices Clean ArchitecturetestingMVVM /soft Soft Skills product ownershipcross-functional collaborationmentoring Experience 03 / 08 Linq Founding ML Engineer On-device threat detection for a privacy-focused content-sharing platform — fa