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andreybotkin/README.md

Andrey Botkin

Senior AI & Backend Engineer | AI Platforms | Distributed Systems | Geospatial Digital Twins

I build production-oriented AI and backend systems that connect models, data, infrastructure, and real operational workflows.

My work spans AI agents, distributed services, geospatial platforms, business-process automation, and real-time data products. I focus on turning technically complex ideas into reliable systems that can be deployed, operated, and improved in production.

Based in Bangkok, Thailand. Open to senior AI/platform engineering, technical leadership, and well-structured technology collaborations across Southeast Asia and remote teams.

Featured Work

A real-time digital twin of Thailand's railway network with interactive GIS visualization, schedule-based train movement, WebSocket updates, and geospatial data processing.

Python FastAPI PostgreSQL PostGIS Redis WebSockets Next.js TypeScript Leaflet Docker K3s

An AI-agent platform for business workflow automation. It connects natural-language interfaces, enterprise data, tools, and approval flows so organizations can move from information to coordinated action.

AI Agents RAG Function Calling Business Automation LLM Integration Backend Platforms

Community-node engineering for integrating the MAX messenger with n8n, including messaging, media attachments, interactive keyboards, webhook triggers, and deployment support.

TypeScript n8n Webhooks Bot API Docker Kubernetes

Areas of Expertise

  • AI and agent systems: LLM applications, RAG, function calling, Transformers, LangChain, LlamaIndex, PyTorch, TensorFlow
  • Backend engineering: Python, FastAPI, REST APIs, microservices, WebSockets, asynchronous services, Nginx
  • Data and geospatial systems: PostgreSQL, PostGIS, pgvector, SQL, GeoPandas, GeoJSON, KML, shapefiles, satellite and drone data
  • Cloud and platform engineering: Docker, Kubernetes/K3s, CI/CD, GitHub Actions, GitLab CI, AWS, Azure, Grafana, Prometheus
  • Product interfaces and visualization: TypeScript, Next.js, Tailwind CSS, Leaflet, Folium, Plotly, Power BI
  • Applied domains: digital twins, GIS and location intelligence, IoT, business-process automation, NLP, and time-series analysis

What I Like Building

  • AI systems that participate in real workflows rather than stopping at a chatbot
  • Reliable backend platforms for data-intensive and AI-powered products
  • Geospatial and digital-twin applications that support operational decisions
  • Integrations that connect fragmented tools, data sources, and business processes
  • Systems designed for production deployment, observability, security, and continuous delivery

Connect

LinkedIn GitHub

GitHub Activity

Andrey's GitHub stats

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