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LisaYllander92/README.md

Hi there, I'm Lisa! ๐Ÿ‘‹

I am a Data Engineering student at STI, currently building a solid foundation in backend systems, database management, and data visualization. I have a meticulous eye for structure and a passion for making complex data useful and accessible.

๐Ÿš€ About Me

  • ๐Ÿง  Background: Transitioning from Social Pedagogy to Data Engineeringโ€”bringing high emotional intelligence and a focus on human-centric technology.
  • ๐Ÿ“ Values: I am a meticulously organized and detail-oriented person who values clean code and logical architecture over shortcuts.
  • ๐Ÿ”ญ Current Focus: Deep-diving into scalable APIs, ELT processes, and modern data modeling (3NF).
  • ๐ŸŒฑ Goal: Looking for LIA (internship) opportunity for Spring 2027.

๐Ÿ›  Tech Stack & Tools

๐Ÿ“‚ Data Engineering & Infrastructure

SQL Python Docker Azure Terraform Databricks Snowflake

๐Ÿ”„ Data Pipelines & Orchestration

dbt Apache Kafka FastAPI GitHub Actions

๐Ÿ“Š Analytics & Visualization

Pandas Power Bi Streamlit


๐Ÿง  Core Competencies

  • Modern Data Stack: Proficient in ELT/ETL workflows using dbt, Snowflake, and Dagster for orchestration.
  • Database Architecture: Experience with both OLTP (Postgres/Supabase) and OLAP (DuckDB) modeling, including Dimensional Modeling (Star Schema) and 3NF.
  • Backend & APIs: Building robust REST APIs with FastAPI, focusing on data validation (Pydantic) and performance optimization (caching, throttling).
  • AI Engineering: Developing RAG applications and managing LLMOps with MLFlow for monitoring and governance.
  • DevOps: Implementing CI/CD with Pytest and GitHub Actions, and managing Infrastructure as Code (IaC) with Terraform.

"I am a meticulously organized developer who believes that the bridge between raw data and business value is built with clean code and rigorous structure."


๐Ÿ“ซ Connect with me

"I believe that the best technical solutions are born when structured data meets a healthy team culture."

Pinned Loading

  1. data-modeling-lab data-modeling-lab Public

    Relational database design (3NF) and SQL implementation for a vocational school.

  2. data-platform-FoodHub data-platform-FoodHub Public

    RESTful API built with FastAPI focusing on data integration and Pydantic validation.

    Python

  3. data-platform-lab1 data-platform-lab1 Public

    A complete ETL (Extract, Transform, Load) pipeline designed to process and quality-assure product data.

    Python

  4. visualization-project-streamlit visualization-project-streamlit Public

    Jupyter Notebook

  5. big-data-and-cloud big-data-and-cloud Public

    Jupyter Notebook