Ivaylo Sieme

Cloud Architect & AI Engineer

Osnabrück, Germany

Experience

Feb 2024 - Present
1 year 6 months

Cloud Architect & AI Engineer

CmdScale Client

  • Built fault-tolerant cloud infrastructure for AI-powered machine monitoring
  • Implemented ML models for object detection & analysis
  • Automated deployments with GitHub Actions, Helm, Kubernetes
  • Tech stack: Python, TensorFlow, Kubernetes, AWS, Prometheus, GitHub Actions
May 2022 - Feb 2024
1 year 10 months

AI Solutions Architect & Fullstack Developer

CmdScale Client

  • Developed an intelligent real-time monitoring system for machines
  • AI algorithms for real-time computer vision with TensorFlow
  • Optimized ML pipelines & CI/CD processes
  • Tech stack: Python, Java, TensorFlow, Angular, Kafka, AWS, Docker
Apr 2019 - Present
6 years 4 months

Quant Developer & AI Engineer

Personal Projects

  • Developed AI-driven trading bots with reinforcement learning
  • Backtested & deployed ML-based financial strategies
  • Cloud-native trading platform with real-time analysis
  • Tech stack: Python, SciPy, PyTorch, MongoDB, QuantConnect, Flask, Kubernetes
Jan 2013 - Dec 2020
7 years

Full Stack & AI Developer for E-Commerce & Logistics

  • Implemented scalable services with Python & microservices
  • Developed APIs and data pipelines for real-time processes
  • Built analytics tools for forecasting & decision support
  • Tech stack: Python, PHP Symfony, ReactJS, RabbitMQ, AWS, Docker, Grafana

Summary

  • Over 15 years experience as Python developer focusing on AI, data engineering and cloud infrastructures
  • Deep expertise in building predictive models, object detection and real-time data processing
  • Successful implementation of complex AI solutions in industry, finance and logistics – including for STRABAG, GEA, DHL and hedge funds
  • C-level consulting: translating technical requirements into strategic decisions
  • Strong communication skills in cross-functional teams, workshops and stakeholder formats
  • Technical leadership in developing scalable cloud and AI architectures (AWS, Kubernetes, Terraform)

Languages

German
Native
English
Advanced
Spanish
Advanced

Certifications & licenses

Building Deep Learning Models with TensorFlow

IBM

Introduction to Deep Learning & Neural Networks with Keras

IBM

Machine Learning with Python

IBM

Django Application Development with SQL and Databases

IBM

Developing AI Applications with Python and Flask

IBM

Python for Data Science, AI & Development

IBM

AI Engineering Professional

IBM

AWS Cloud Solutions Architect Specialization

AWS

Deep Learning AI

IBM

Machine Learning with Python

IBM

Python for Data Science & AI

IBM

Software Architecture for Big Data

Univ. of Colorado Boulder