I'm a data scientist 4 years of experience, focusing on developing Machine Learning Models, Artificial Intelligence applications, prompt engineering, data analysis and econometric models. Currently I'm deeply studying Langchain and AI Agents to improve my career and my set of skills.
- Machine Learning: Development of predictive models for classification, regression, clustering, and time series
- LLM: Creation of AI Agents, prompt engineering, integration of generative AI with documents
- Business Intelligence: Building dashboards and KPIs;
- Data Governance: Creation of Data Quality rules for databases;
- Analytics: Data extraction, cleaning, exploratory analysis, and modeling;
- RPA: Development of bots for process automation;
- Database: Database queries;
- Exploratory Spatial Data Analysis + Spatial Econometrics: Development of tools and analyses using spatial data
- Others: Agile Methodology, OKR
- Programming Languages: Python
- GenAI: Langchain, Langgraph, HuggingFaces
- Statistical and Data Mining Softwares: R, Excel, Orange3, Stata
- Data Visualization Software: AWS - QuickSight, Power BI, Grafana, Looker Studio
- Databases: MySQL, MongoDB, SQLite
- Cloud Computing: AWS, GCP
- Docker
- Langgraph
- Essential AWS for data scientists
- Dbt basic
- Pandas documentation
- Qdrant VectorDatabase
- Sentence Transformers
- AWS Bedrock - study notes
- Ragas
- FastAPI basic
- MLFlow
- Llama Index
- RAG techniques from scratch
- AWS Certified AI Practicioner AIF-C01
- AWS Certified Machine Learning Engineer - Associate: current
- Generative AI Lens - AWS Well-Architected Framework: current
- AWS Certified Machine Learning Specialty
- Python - Data Structure and Algorithm: paused
- Python - Concurrency: coming soon
- Daily Dose of Data Science - 2024 Edition: coming soon
- Essential math for data science: coming soon
- Mathematics for Inference and Machine Learning - IMPERIAL COLLEGE LONDON: coming soon
- Scikit-learn documentation: coming soon
- Causality: coming soon
- Data Engineering: coming soon
- Rust: coming soon