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DMYTRO BABKO
Kyiv, Ukraine
[open contact info](look above in the "contact info" section)
[open contact info](look above in the "contact info" section)
github.com/dmytrobabko
DevOps Engineer
SUMMARY
Cloud Operations and Automation engineer with hands-on experience
TECH SKILLS
supporting AWS production environments, troubleshooting Linux and AWS • Linux • Terraform •
networking issues, and implementing observability solutions.
Python • Bash • Git •
Experienced in cloud infrastructure, production operations, observability, and
Docker • Kubernetes • Github
automation, with a strong background in Python and software engineering.
Skilled in troubleshooting complex systems, improving operational processes, Actions • Jenkins • CloudWatch
and collaborating across engineering teams. • Grafana • Datadog

EXPERIENCE Cloud & Systems: AWS (EC2, S3,
Lambda, CloudWatch), GCP,
Support Engineer Linux, networking, TCP/IP, DNS
@ Automat-it, full-time Nov 2025 – Present Infrastructure & Automation:
● Build AWS Lambda automations and generate Terraform configurations Terraform, AWS Lambda, Python,
to streamline infrastructure and operational tasks. Bash, Git
● Deploy and configure customer monitoring and observability solutions
Operations & Observability:
end to end, including integrations, dashboards, and alerting.
Grafana, Datadog, Prometheus,
● Troubleshoot AWS infrastructure, Linux systems, and networking Zabbix, Nagios. Incident triage,
issues, collaborating with AWS-focused engineering teams on complex response, and investigation
cases.
● Monitor production services using available monitoring solutions. ML Engineering: ML model
Investigate and resolve alerts, failures, and performance degradation. development and deployment,
● Handle customer-facing incident triage, coordinate escalations, pipelines, inference
compose RCAs, and document recurring issues and troubleshooting optimization
procedures.
CERTIFICATIONS
Deep Learning Engineer
@ VARTEQ Inc., full-time Oct 2021 – Mar 2023 AWS Certified Solutions Architect
– Associate (SAA-C03)
● Developed ML solutions for sound event detection, recommendations,
AWS Certified Cloud Practitioner
and OCR, from data preparation through model evaluation and
(CLF-C02)
inference.
● Automated data processing, testing, and inference workflows;
implemented experiment and performance tracking.
EDUCATION
ML Engineer in R&D
Master of Science in Computer
@ Adoriasoft, full-time Apr 2021 – Oct 2021
Engineering
● Built AI-based content watermarking solutions and optimized inference Sep 2020 - Jan 2022
through modern optimization techniques. National Technical University of
● Configured AWS infrastructure for R&D workloads, automated backups, Ukraine “Igor Sikorsky Kyiv
training, evaluation, and metrics tracking. Polytechnic Institute”

NOC Engineer Bachelor of Science in
@ Павутина.НЕТ, shift work Aug 2019 – Dec 2020 Computer Engineering
● Monitored production systems, investigated incidents, and performed Sep 2016 - Jun 2020
server diagnostics to support availability. National Technical University of
● Automated repetitive operational tasks with scripts and collaborated Ukraine “Igor Sikorsky Kyiv
with engineers on incident resolution. Polytechnic Institute”