Ilia Pakhomov
Staff MLOps Engineer at Wrike
Prague, Czechia
Summary
👤
Senior🎓
Top SchoolIlia Pakhomov is a Staff MLOps Engineer based in Prague with 11 years of experience building cloud-native ML and data platforms that shorten model release cycles and automate operational workflows. He specializes in productionizing models, CI/CD for ML, near real-time inference, orchestration with Airflow and Kubernetes, and observability on Google Cloud and Vertex AI. At Wrike he led projects that cut model release time from weeks to days, reduced anomaly detection time by ~60%, and delivered LLM-based knowledge search and causal inference automation that materially increased team throughput. Comfortable across Python, large-scale data processing, and containerized deployments, he blends hands-on engineering with product-focused enablement for data teams. A practical problem-solver, he has a history of turning research prototypes into repeatable, monitored services that reduce manual effort and accelerate decision-making.
11 years of coding experience
9 years of employment as a software developer
Bachelor's degree, Information Technology, 4B, Bachelor's degree, Information Technology, 4B at ITMO University
Русский, Английский
Stackoverflow
2,513reputation
1.4mreached
37answers
1question
pandas
top-5%
dataframe
top-5%
python
top-5%
Github Skills (60)
forecasting-models10
python10
data-science10
data-mining10
pandas10
machine-learning10
analytics10
forecasting10
apply10
forecasts10
deep-learning10
forecast10
data-visualization10
science10
data-analysis10
Programming languages (2)
Github contributions (5)
Teoretic6/czech-tutor
Jun 2024 - Aug 2024
Contributions:15 pushes, 1 branch in 2 months
Teoretic6/datasets-exploration
Jan 2018 - Feb 2018
Contributions:16 pushes, 1 branch in 1 month
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