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eabs86/README.md

Hello! I'm Emmanuel Andrade! Welcome to my GitHub!👋

Senior AI Engineer and Lead Developer/Researcher with over 10 years of progressive experience bridging the gap between academic excellence and high-stakes industrial impact.

I have a proven track record in leading complex projects across Healthcare, Government, and Industrial Automation, specializing in the end-to-end lifecycle of Generative AI (LLMs), RAG architectures, and Agentic workflows. Expert in developing production-ready applications using the Python stack, my technical competence spans deep learning, machine learning algorithms, data modeling, and advanced simulations.

Beyond my expertise in GenAI, I possess a solid background in predictive analytics, anomaly detection, and process optimization using tools like SQL, MongoDB, and system integration. As a strategic leader, I guide multidisciplinary teams through robust system design, ensuring data security and adopting software development best practices. My work consistently delivers tangible business value, from cost reductions and operational efficiency to enhanced real-time predictive capabilities, supported by clear data visualization through tools like Grafana and Metabase.

Core Technologies:

-Programming Languages & Libraries: Python (Pandas, NumPy, Scikit-Learn, statsmodel), Spark (PySpark) among others

  • Python stack for AI: Langchain, LangGraph, HuggingFace, TensorFlow, PyTorch, etc
  • AI Agents & Automation: n8n -Data Analysis & Machine Learning Tools: Jupyter, TensorFlow, PyTorch, Pycaret, Keras, Sorba AI (AutoML) -Database Management: MongoDB, MySQL, PostgreSQL IoT, IIoT & Embedded Systems: Raspberry Pi, Arduino, IoT Platforms (ESP32 and others), MQTT, TinyML, Edge AI -Visualization & KPI Reporting: Grafana and Metabase -Development Practices: Agile, Scrum, and PMBOK -Integration Tools: AWS, NodeRED
  • Frontend: React and Frameworks (Vue.js, Tailwind)

Soft Skills:

-Leadership: Proven track record in leading academic programs and R&D teams. -Collaboration: Strong teamwork and project management capabilities, fostering cross-functional team synergy. -Communication: Effective communicator with experience in teaching, mentoring, and presenting at international conferences. -Problem Solving: Innovative problem solver, adept at tackling complex challenges with strategic data insights. -Adaptability & Continuous Learning: Committed to staying abreast of technological trends and applying them to real-world applications.


💻Programming Languages & Stacks


python html5 css javascript django react


Social Networks

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📱Contact-me!

Gmail Linkedin

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