Welcome to my Github profile. My name is Marcia and here you’ll find my studies and software projects.
About me:
🎓 I hold a Bachelor’s degree in Software Engineering and a postgraduate specialization in Artificial Intelligence, both focused on industrial and applied technologies.
💡 I’ve been working with Data Science and Machine Learning since 2020, developing end-to-end data solutions, from data ingestion and modeling to deployment and visualization.
⚙️ Skilled in Python, SQL, PySpark, Airflow, with experience in Docker, AWS (EC2, S3), and Azure (Databricks) for scalable data processing and automation.
🌍 Currently pursuing the Erasmus Mundus Master’s in Software Engineering with a Sustainability track, combining advanced software engineering with sustainable systems design.
📬 Reach me at marcia.rrdg@gmail.com or connect on LinkedIn. — Always happy to connect, exchange ideas, or collaborate!
- 🌐 Data Engineering — Lakehouse architectures with Delta Lake / Iceberg, distributed compute using Spark (PySpark), and ELT orchestration with Airflow and dbt Core
- 🔄 Automation Workflows — CI/CD, deployment pipelines, and infrastructure as code using Docker, GitHub Actions, and Terraform
- 📊 Generative AI & LLMOps — exploring MLflow, LangChain, Hugging Face, RAG pipelines, Vector Databases (Pinecone · Chroma), and LangGraph
- 🔗 Streaming & Messaging — Kafka for real-time data ingestion and event-driven systems (in progress)
- ✅ Data Quality — Great Expectations for validation and testing in data pipelines
- 🧠 Applying software engineering to sustainability with an emphasis on ESG data interoperability across ecosystems and platforms
- 💻 Core Stack: Python · SQL · PySpark · Pandas · REST APIs · Airflow · dbt Core · dlt
- ☁️ Cloud & DevOps: AWS · Azure · Docker · Terraform · GitHub Actions (CI/CD) · Railway
- 📈 Monitoring & Observability: Prometheus · Grafana · Kibana
- 🤖 AI & ML: Scikit-learn · TensorFlow · PyTorch · MLflow · Hugging Face
- 📊 BI & Visualization: Metabase · Apache Superset · Streamlit
- 🧮 Data Storage: PostgreSQL · MongoDB