4+ years
of experience
Vlad
AI/ML Engineer
About: Vlad is a machine learning engineer who specializes in the design, development, and deployment of machine learning systems. Ivan works at the intersection of software engineering, data science, and MLOps.
Lately: On one of the projects, Vlad built an AI model processing 10,000+ images daily, cutting manual inspection by 80%.
Key responsibilities:
Designing, training, and optimizing ML models and pipelines
Developing AI workflows and agentic systems
Implementing MLOps best practices
Embedding generation, vector search, and semantic retrieval systems
Building recommendation, ranking, and personalization systems
Webinars hosted
AI Native Codebases
Projects he worked on
Tech stack
Python
PyTorch
TensorFlow
scikit-learn
Hugging Face
LangChain
LangGraph
LlamaIndex
Pandas
Spark
MLflow
Docker
Kubernetes
FastAPI
AWS
SageMaker
Vertex AI
Pinecone
PostgreSQL
Git