I am pursuing a career as a Machine Learning Engineer (MLE) with the objective to grow constantly and gain hands-on experience with new and emerging technologies. I aim to leverage my machine learning and software engineering skills to develop scalable, efficient, and impactful solutions, and I thrive on challenging tasks.At EPAM Systems, my recent role as a Machine Learning Engineer and Data Scientist involved developing various machine learning applications from the ground up using GCP, Apache Kafka, RabbitMQ, Apache Airflow, FastAPI, Milvus, Redis, and many other tools. This experience highlights my commitment to creating cloud-based solutions and utilizing microservice architectures and APIs to improve machine learning applications.With over five years of experience as a software and systems engineer, I have designed, written, and deployed robust, efficient, and scalable software solutions. My software engineering background complements my machine learning skills, enabling seamless integration of models into production environments, optimization of performance, and maintenance of system reliability.
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Machine Learning EngineerLibertex Group Sep 2024 - PresentMontenegro
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Machine Learning EngineerEpam Systems Jan 2024 - Aug 2024Tbilisi, Georgia• Designed and implemented the transition from a monolithic AI interview copilot to a service-oriented architecture using parallel processing, GKE and RabbitMQ. This shift resulted in a 20x improvement in throughput and ensured adherence to SLA.• Ensured system health and stability by developing a comprehensive monitoring system.• Participated in code reviews for my team, offering constructive feedback and ensuring adherence to best practices. Advocated for the use of tools like autoformatters and linters to improve code quality. -
Data ScientistEpam Systems Jun 2023 - Jul 2024Tbilisi, Georgia• Developed a content search microservice, utilizing airflow pipelines for data preprocessing, Milvus Vector Database for embeddings, and FastAPI with Redis cache for serving search results.• Enhanced pipeline performance by employing various optimization techniques.• Automated unit, integration, and performance tests, and established CI/CD pipelines.• Conducted comprehensive competitor analysis and solution comparisons to identify industry trends and assess alternative solutions.
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TraineeEpam Systems Nov 2022 - Jul 2023Tbilisi, Georgia• Vector Search Optimization: Used Faiss to enhance search speed, evaluated Milvus for vector search to improve the recommendation engine, and integrated new features into the existing codebase.• Automated data processing and model training with DVC pipelines, tracked experiments and models using MLflow, and orchestrated workflows with Airflow for task dependencies.• Designed and implemented scalable cloud solutions using GCP batch processing, Pub/Sub messaging, Cloud Functions, and Cloud Build for efficient horizontal scaling.
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Project ManagerSelf-Employed Jan 2014 - Feb 2020• Operations Management: Oversaw daily operations across multiple business ventures, ensuring seamless functionality and high standards of service.• Financial Oversight: Managed budgeting, financial planning, and expense tracking to maintain profitability.
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Back-End DeveloperSelf-Employed Apr 2012 - Dec 2013St Petersburg, St Petersburg City, Russia• Developed a Yii-based framework for web applications, adhering to government information security protocols.• Supported and maintained web infrastructure, ensuring smooth operation of applications.• Coordinated a team of full-time developers and freelancers, ensuring timely project delivery. Communicated with clients to align on project requirements.
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System EngineerBr Technologies Jan 2010 - Mar 2012St Petersburg, St Petersburg City, Russia• Deployed and maintained a highly available infrastructure using firewalls, load balancers, and distributed DBMS, ensuring reliability and scalability.• Supported and reorganized IT infrastructure in compliance with information security protocols.• Provided technical support for IT infrastructure maintenance and support, ensuring smooth operation. -
System EngineerLlc Commercial Bank "Financial Capital" Nov 2007 - Dec 2009St Petersburg, St Petersburg City, Russia• Conducted research and analysis to determine hardware and software requirements for IT infrastructure. Supported and reorganized infrastructure using Unix and Cisco-based solutions, ensuring compliance with bank security protocols.• Installed and configured servers, storage devices, backup systems, and administered Oracle and MS SQL Server databases.
Anna Loznevaia Skills
Anna Loznevaia Education Details
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Computer Systems Networking And Telecommunications
Frequently Asked Questions about Anna Loznevaia
What company does Anna Loznevaia work for?
Anna Loznevaia works for Libertex Group
What is Anna Loznevaia's role at the current company?
Anna Loznevaia's current role is Machine Learning Engineer.
What schools did Anna Loznevaia attend?
Anna Loznevaia attended Saint Petersburg State University Of Aerospace And Instrumentation.
What skills is Anna Loznevaia known for?
Anna Loznevaia has skills like Pandas, Scikit Learn, Information Security, Git, Model View Controller, Linux, Data Science, Teaching, R (Programming Language, Linux System Administration, Keras, Data Analysis.
Who are Anna Loznevaia's colleagues?
Anna Loznevaia's colleagues are Dmitriy Zheltov, Mihaela Rajkovska, Bogdan Maksymenko, Aleksandra Pertseva, Panos Georgiou, Tien Nguyen, Sergey Aleshin.
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