Senior AI ML Engineer

На данный момент Senior AI Engineer.

Мои компетенции и опыт

Summary

AI Engineer with 6+ years of experience in Python backend development and applied machine learning. Specialized in building scalable APIs, microservices, and AI-powered systems using FastAPI, Django, REST/gRPC,and cloud-native architectures. Experienced in integrating ML models into production with a focus on reliability,performance, and automation. I combine a strong backend background with expertise in LLMs, generative AI,and modern MLOps practices, deploying AI services with Docker, Kubernetes, and AWS to deliver end-to-endsolutions from prototyping to production — turning advanced AI models into measurable business value.

Technical Skills

• Programming & Frameworks: Python, FastAPI, Flask, gRPC, REST APIs, SQLAlchemy, Alembic, PostgreSQL, Redis
• Machine Learning & AI: PyTorch, TensorFlow, scikit-learn, Hugging Face Transformers, LLMs (LLaMA-2, GPT), RAG Architectures, Vector Databases (AWS Aurora PostgreSQL + pgvector), LangChain, Generative AI, Model Deployment (ONNX, TorchScript, TensorRT)
• MLOps & Cloud: MLflow, Kubeflow, Airflow, Docker, Kubernetes, Helm, CI/CD (GitHub Actions, GitLab CI), Terraform, Ansible, Monitoring (Prometheus, Grafana, ELK), AWS (SageMaker, Lambda, ECS), GCP (Vertex AI), Azure (Azure ML)
• Data Engineering & Analytics: Kafka, Spark, Flink, Delta Lake, Snowflake, BigQuery, Pandas, Polars, ETL/ELT Workflows, Feature Engineering, BI Tools (Tableau, Power BI, Dash, Streamlit