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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
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