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Welcome to My Profile 👋

I'm Rafael Tedesco, a seasoned Software and Data Engineer with over a decade of experience specializing in planning, building, and maintaining resilient and scalable web applications, and automating processes for data extraction, transformation, and loading (ETL) in Cloud environments. I support business specialists in their decision-making by providing robust data solutions.

What I Bring to the Table:

🚀 Extensive Experience in Data Engineering: Proven track record in developing ETL/ELT automation for data engineering, web applications, and analytics.

🔧 Proficiency in Diverse Technologies: Skilled in Python, SQL, NoSQL, and various cloud services including AWS and Azure.

📊 Building and Optimizing ETL Pipelines: Expertise in creating efficient ETL pipelines for data extraction, transformation, and loading.

🌐 Cloud Expertise: Extensive experience with AWS (Lambda, Glue, Athena, S3, Rekognition, SageMaker, and more) and Azure (Databricks, Data Lake Storage).

📚 Continuous Learning: Always exploring new technologies, development patterns, and best practices to stay ahead in the field.

Key Skills and Technologies:

  • Programming Languages: Python
  • Types of Database: SQL, NoSQL
  • Frameworks and Libraries: Pandas, PySpark, Pydantic, SQLAlchemy, NLTK, Flask, FastAPI, Django, Django Rest Framework, Streamlit, Jinja2, SQLModel, Beautiful Soup, Pillow, Selenium, PyTesseract (OCR Tool), PyPDF2, PyMuPDF, Python-Docx, Boto3, langChain
  • Cloud Services: AWS (Lambda, Glue, Athena, S3, Rekognition, SageMaker, etc.), Azure (Databricks, Data Lake Storage Gen2)
  • Architecture and Design Patterns: Medallion Architecture, Clean Architecture, Hexagonal Architecture, DDD, TDD, SOLID, OOP Design Patterns, Microservices Design Patterns
  • Big Data and Data Streaming: AWS Firehose, RabbitMQ, Kafka, SQS/SNS, RabbitMQ
  • Containers: Docker
  • BI Tools: Power BI (DAX, Power Query, Data Modeling), Excel
  • Machine Learning and AI: Hugging Face, OpenAI, LLM, RAG, scikit-learn
  • Other Technologies: Redis, Excel, VBA, GraphQL, JWT, Oauth2, Vector Databases (ChromaDB), SAP Netweaver

Rafael Tedesco's Projects

30-api-security-tests icon 30-api-security-tests

🚀 Join us for 30days of daily API security tests. #30days30tests We've spent last 120days building amazing API security tests for the community. Next 30 days we will post test tutorials here.

api-node.js icon api-node.js

CRUD API with Node.js - storing data with json file

application-performance-youtube icon application-performance-youtube

Discover how a single line of code can bottleneck your app's performance. Our repo showcases the vital role of load testing in optimization, with practical examples. Master performance enhancement with us.

auth_api icon auth_api

Building an application from 0 to user authentication usign jwt.

auto-barrel-sync icon auto-barrel-sync

auto-barrel-sync is a Node.js module that simplifies the process of auto-generating a barrel file for your project. A barrel file is used to consolidate and export multiple modules from different folders, making it easier to import them in other parts of your application.

awesome-devops icon awesome-devops

A curated list of awesome DevOps tools, platforms and resources

awesome-llm-apps icon awesome-llm-apps

Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.

caesar-cipher-in-flask icon caesar-cipher-in-flask

Turned command Line Caesar Cipher challenge into a Flask simple web app for my students classes

challengepython-codenation icon challengepython-codenation

Cryptography of Julius Caesar - App Developed in Python, with a simple GUI using a mix of guizero and tkinter, for CodeNation's Challenge with API access. In this challenge I achieved 100% score from 100%! To see how it works you just need to enter in the interface the url and your token from CodeNation.

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