Kseniia Lukonina
Overview
7
7
years of professional experience
1
1
Certification
Work History
Senior AI Platform Engineer
Cyoda
05.2022 - Current
- AI Infrastructure & FinOps Leadership: Architected and delivered a scalable hybrid AI infrastructure, consolidating AWS EKS and on-premises Kubernetes clusters
- Advanced AI & Multi-Agent Systems Development: Designed and built a production-grade multi-agent RAG system using LangChain and LangGraph, orchestrated by a custom, native workflow engine (Cyoda) built on Cassandra for complex operations.
- End-to-End MLOps & Hybrid CI/CD: Owned the full MLOps lifecycle, from experimentation and model fine-tuning (for both open-source and proprietary models) to production deployment and monitoring. Automated data quality and evaluation pipelines to proactively identify and mitigate model drift, ensuring consistent model accuracy and reliability over time.
- Designed a generative AI-powered code templating system that automates the generation of complex Java and Python services and data pipelines, reducing development time for new services from days to minutes by automating repetitive coding tasks and enforcing architectural patterns.
Senior Engineer
Gazprom (Neftehimstroy)
02.2021 - 03.2022
- Kubernetes Infrastructure Design: Led the design and infrastructure setup, based on Kubernetes, for a fault-tolerant distributed system. The system tracked highly critical geospatial data for employees on construction sites.
- Big Data & Fault Tolerance: Architected near real-time data pipelines using Apache Druid to achieve fault-tolerant ingestion and low-latency query of high-velocity geospatial data.
- Proactively improved safety protocols by designing and implementing ML pipelines that analyzed complex datasets to predict and flag potential incidents.
Java Software Engineer
SPTNK
02.2020 - 02.2021
- Provided post-production stability and deployment engineering for high-security personal data and finance applications. Managed containerized environments and automated continuous delivery to meet strict regulatory and security compliance standards.
Java Software Developer
AliExpress RU
01.2019 - 01.2020
- Developed and deployed new microservices for high-volume social and logistics domains, focusing on stability and scalability. Contributed to VK social and Cainiao logistics business domains.
- ML Project Contribution: Participated in an early-stage ML project to refine product recommendation engines based on demographic data to improve user engagement and conversion rates.
Education
Bachelor's degree - International scientific and technological cooperation
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
07.2017
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Ocean University of China
04.2016
Skills
- Ansible
- GitHub Actions
- AWS CDK
- Kubernetes (on-premise, EKS)
- Helm
- Prometheus, Grafana, ELK
- Trivy
- MLflow, LangSmith, LangChain
- Java, Python, JavaScript
Certification
- AWS Certified Solutions Architect – Associate
- MLOps | Machine Learning Operations Duke University Specialization
- Akamai Network Engineering Professional Certificate
Languages
English
Full Professional
Chinese
Limited Working
Timeline
Senior AI Platform Engineer
Cyoda
05.2022 - Current
Senior Engineer
Gazprom (Neftehimstroy)
02.2021 - 03.2022
Java Software Engineer
SPTNK
02.2020 - 02.2021
Java Software Developer
AliExpress RU
01.2019 - 01.2020
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Ocean University of China
Bachelor's degree - International scientific and technological cooperation
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)