I’m Vladimir:

• a passionate Mathematician and Physicist
• working as a AI Software Developer
• part-time open source contributions to PyTorch, SurrealDB...
• fluent in English and Spanish
• residing in Mexico City

My LinkedIn is Vladimir Rotariu.

In my current role at the startup entropia.ai, I:

• Preprocess data with:

  • pandas/polars
  • numpy/pyarrow
  • Pydantic

• Design and develop AI models for financial, sales and demand data:

  • PyTorch

  • scikit-learn

  • statsmodels

  • CatBoost/XGBoost/LightGBM

  • optuna

  • Integrate these models into a FastAPI REST API, as well as in our own MCP server.

• Develop AI agents for demand planning utilizing:

• LangChain

• LangGraph

• Google ADK

• DSPy

*Interested in the AI project that I currently work on? Check out Nación AI

• The first benchmark of the SurrealML framework.

• Programming Languages: Python, Java, TypeScript/JavaScript, C++, Rust.
• Cloud platforms: GCP/AWS
• Main Frameworks/tools: FastAPI, PyTorch, scikit-learn, statsmodels, CatBoost/XGBoost/LightGBM, Apache Beam.
• Databases: PostgreSQL, Redis, SurrealDB, CrateDB, InfluxDB, MongoDB.
• Tools: Jupyter Notebooks, Docker, Kubernetes, numpy, pandas, RabbitMQ (MQTT protocol).

• Bohmian insights into mathematical scattering theory - A novel experimentally-verifiable exploration of an interpretation of quantum physics that recovers the position of a particle, albeit in a statistical manner.