Ivaylo Sieme
Cloud Architect & AI Engineer
Experience
Feb 2024 - Present
1 year 6 monthsCloud 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 monthsAI 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 monthsQuant 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 yearsFull 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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