Ivan Khvostishkov
Senior AI ML Specialist Solutions Architect, EMEA at Amazon Web Services (AWS)
Munich, Bavaria, Germany
Summary
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Rockstar🎓
Top SchoolIvan Khvostishkov is a Senior AI/ML Specialist Solutions Architect at AWS in Munich, guiding EMEA customers to accelerate production-grade AI with a focus on SageMaker, MLOps, and cost-effective ML lifecycles. With a 20+-year engineering background that spans startups to investment banks and telcos, he merges hands-on software craftsmanship (Python, Java, distributed systems) with strategic advice to C-levels on data strategy and governance. He has repeatedly delivered operational ML—deploying CI/CD pipelines, distributed training on CPUs/GPUs, and DataOps practices that emphasize test-driven development and high ROI. Prior roles include senior consulting at Dell and lead engineering positions at Deutsche Bank and UBS, evidencing deep domain experience in financial systems, telco analytics, and healthcare platforms. Not obvious from his title: he began building billing and infrastructure systems in the early 2000s, giving him practical ops and product leadership sensibilities alongside ML expertise. He combines pragmatic engineering, architectural vision, and customer-facing consulting to turn AI proofs-of-concept into scalable business outcomes.
4 years of coding experience
13 years of employment as a software developer
Master of Science (M.Sc.), Computer Software Engineering, Master of Science (M.Sc.), Computer Software Engineering at Orel State Technical University (OrelSTU)
English, Russian, German
Stackoverflow
81reputation
3kreached
3answers
0questions
Github Skills (50)
deploying10
python10
machine-learning-models10
jupyter10
data-science10
machine-learning10
inference10
reinforcement-learning10
sagemaker10
amazon-sagemaker10
mlops10
deep-learning10
huggingface10
aws10
jupyter-notebook10
Programming languages (5)
Github contributions (5)
aws-samples/sagemaker-ssh-helper
Oct 2022 - Jan 2023
A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)
Contributions:15 releases, 1 review, 31 commits in 3 months
sagemakeramazon-sagemakerpycharmvscodessh
ivan-khvostishkov/sagemaker-python-sdk
Oct 2022 - Aug 2023
A library for training and deploying machine learning models on Amazon SageMaker
Contributions:17 pushes, 8 branches in 9 months
deployingsagemakeramazon-sagemakerdeploying-machine-learningamazon
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