Yana N.

Hello, I’m a results-driven AI/ML full-stack engineer with deep experience building end-to-end intelligent systems—spanning data pipelines, model development, GIS mapping, 3D workflows, and scalable deployment. With a strong background in Python, Machine Learning, GIS/Mapbox, Blender automation, web development, and DevOps, I help businesses transform ideas into production-ready solutions. I blend creativity with engineering accuracy: from advanced geospatial analytics to 3D tools, from scalable APIs to ML-powered automation. If you need a technically strong and reliable engineer who can own a project from concept to production, I’m here to help. ✅Core Skills - AI / Machine Learning ・Deep Learning, NLP, Computer Vision ・PyTorch, TensorFlow, Scikit-learn ・Model training, optimization, and deployment (REST, gRPC, batch pipelines) ・Data preparation, feature engineering, ML workflow automation - GIS & Mapping ・Mapbox, [login to view URL], Leaflet ・Geospatial analytics (GeoPandas, Shapely, PostGIS) ・Routing, geocoding, spatial clustering, heatmaps ・Tile generation, custom styles, vector/raster pipelines - Full-Stack Engineering ・Frontend: React, Next.js, Mapbox GL JS, Tailwind ・Backend: Python (FastAPI, Django, Flask), Node.js, Go, Laravel, C++, C# ・REST APIs, WebSockets, serverless architectures - Automation & 3D (Blender) ・Python Blender scripting ・Procedural modeling and rendering automation ・Generating assets for AI datasets or GIS/3D integrations - DevOps / Cloud ・Docker, Kubernetes ・AWS/GCP/Azure deployment ・CI/CD pipelines ・Infrastructure-as-code, server optimization ✅What I Can Build for You ・End-to-end AI/ML systems (training → serving → monitoring) ・GIS applications with Mapbox, custom layers, spatial analysis ・3D workflows using Blender Python scripts ・Full-stack apps (frontend + backend + cloud deployment) ・ML automation scripts, bots, large-scale data processing ・DevOps setup for scalable and reliable applications ✅Why Work With Me ・I communicate clearly and deliver on time ・Strong problem-solving and architecture skills ・Experience turning research ideas into production software ・I can work as a solo full-stack engineer or integrate with teams ・Clean, maintainable code with long-term scalability in mind