Hi there,
I’m Anton Kozyriev
Machine Learning Engineer
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0009-0007-6692-2162 58552938500 @kaydotdev in/anton-kozyriev antonkozyriev
About Me
I am an ML Engineer with 7 years of experience in the domains of natural language processing, recommendation systems, FinTech and optimization theory. My expertise is underpinned by a PhD in a STEM field and peer-reviewed publications in prestigious academic journals, including ones indexed in Scopus Q2. I specialize in taking models from research to production across the full MLOps lifecycle.
Education
Ph. D., Applied mathematics, 2022 - 2026
Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine
M. Sc., Applied mathematics, 2020 - 2022
Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine
B. Sc., Applied mathematics, 2016 - 2020
Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine
Technical Skills
11
DOMAINS
77
TECHNOLOGIES
Python C++ SQL PL/SQL PostgreSQL
PyTorch Lightning scikit-learn CatBoost XGBoost Numpy Scipy pandas optuna Huggingface Transformer Langchain FAISS ChromaDB Jupyter Matplotlib Plotly Seaborn
ONNX Runtime llama.cpp TensorRT KServe vLLM
MLFlow TensorBoard
EC2 EKS ECR Fargate S3 Lambda RDS AuroraDB SQS ElastiCache Glue Athena EMR API Gateway KMS SageMaker Bedrock Transcribe Cloudformation Cloudwatch IAM Secrets Manager CodeArtifact
DigitalOcean
Apache Spark Pyspark Kafka Snowflake Databricks Redis Valkey RabbitMQ
Docker Podman Kubernetes Terraform Git GitHub Actions Splunk
FastAPI Django SQLAlchemy Scrapy
pytest ruff cProfile
XeLaTeX