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beamaia/readme.md

Hello there! I'm Bea โ€” AI Engineer & Researcher ๐Ÿ‡ง๐Ÿ‡ท๐Ÿ‡บ๐Ÿ‡ธ

I am an AI Engineer currently contracted to Grupo Boticรกrio (via Cadastra), where I architect Generative AI systems and LLM Orchestration layers. My profile is a mix of academic research and practical engineering. I stay current with the latest AI literature and peer-review papers in my free time to ensure the systems I build are based on grounded, reliable methods. I believe a theoretical base is essential for building sturdy applications, specially when dealing with open-source tools.


๐Ÿ› ๏ธ Technical Focus

  • Generative AI: LLM Orchestration, RAG, and building autonomous Agentic AI (using Agno, CrewAI, LangChain).
  • Computer Vision & NLP: Deep experience with Transformers, YOLO, and CNNs in PyTorch for both text and image classification.
  • MLOps & Fullstack: Constructing robust FastAPI backends and managing cloud infrastructure on AWS/GCP.
  • Academic Research: Contributed to the Bio-Inspired Lab (UFES) with a focus on Few-Shot Learning and medical imaging (digital pathology).

๐Ÿ”ฌ Featured Research

I'm also interested in research! Check out an article that I published under Bio-Inspired Lab (I hope to in the future to be able to publish more):


๐ŸŒฑ Personal & Soft Skills

  • Bilingual & Multicultural: I was raised in both Brazil and the United States, being able to speak fluent in both tongues.
  • Advocacy: Navigating life as an autistic individual with fibromyalgia and chronic fatigue, I am a proponent of work-life-health balance and advocate to those around me about what's it like to live with an invisible disability. Afterall, while it's tough, being disable hasn't stopped me from going after my dreams.
  • Interests: When I'm not coding, I'm watching Asian Dramas, walking near the beach, or hanging out with my forever kitten, Mei ๐Ÿˆ.

Gmail LinkedIn

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  1. oral_cancer_analysis oral_cancer_analysis Public

    Analysis of oral cancer dataset from UFES

    Python

  2. ic-neural-networks-sensitivity-analysis-bb ic-neural-networks-sensitivity-analysis-bb Public

    Studies related to deep neural networks and what impacts its accuracy.

    Jupyter Notebook 1

  3. ML-algorithm-analysis-heart-failure ML-algorithm-analysis-heart-failure Public

    Jupyter Notebook

  4. federated_system_mnist federated_system_mnist Public

    Jupyter Notebook 1

  5. kafka-weather kafka-weather Public

    Java 1

  6. Petlove-Backend-Challenge Petlove-Backend-Challenge Public

    Forked from UFES20221BDCOMP/T1-Beatriz-Sophie

    Petlove backend challenge (with minor adjustments) developed for the course Databases 1

    JavaScript