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gustrd/README.md

Hello, I'm Gustavo Rocha Dias πŸ‘‹

Staff Applied Machine Learning Scientist @ Workiva
AI Researcher | Tech Leader | Career Coach

I specialize in turning cutting-edge AI research into scalable, real-world solutions.

LinkedIn Email

πŸ‘¨β€πŸ’» About Me

With over 15 years of experience, I am an AI Engineer and Technology Leader backed by a proven track record of two successful company exits (acquired by Deloitte and Jive).

Currently, I am a Staff Applied Machine Learning Scientist at Workiva, where I focus on LLMs and Generative AI. Previously, I was the first researcher at Articul8 AI, where I led the development of scalable model evaluation suites (resulting in a patent application) and optimized domain-specific models.

My passion lies in bridging the gap between complex research and high-impact product delivery.

  • πŸ”­ Current Focus: Large Language Models (LLMs), RAG Architectures, and Model Evaluation.
  • πŸ’‘ Specialties: Fine-tuning (TRL, PEFT), Inference Optimization (vLLM, TGI), and GPU Cluster Management.
  • πŸŽ“ Leadership: Founder of WeDecode & Certified Coach (10+ years mentoring tech talent).

πŸ› οΈ Technical Arsenal

AI & Machine Learning

Backend & Infrastructure


πŸ“Š GitHub Stats

streak graph

🀝 Let's Collaborate

Whether you are a founder looking for technical leadership or a professional seeking career coaching, I am always open to connecting.

  • AI Research: Interested in discussing the latest in model evaluation or training efficiency?
  • Career Coaching: I help tech professionals accelerate their growth and reach their full potential.

Get in touch on LinkedIn

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  1. cabra cabra Public

    Fine-tuning OpenLlama-Instruct with portuguese data, for commercial use.

    Jupyter Notebook 20 1

  2. hippo hippo Public

    Automated benchmarking for language-optimized LLMs. Evaluates both grammatical accuracy and semantic closeness of translations.

    Jupyter Notebook 10 1

  3. intel-npu-llm-poc intel-npu-llm-poc Public

    This project demonstrates optimized inference for large language models using Intel's Neural Processing Unit (NPU).

    Python

  4. whispercpp-server whispercpp-server Public

    A webserver to execute STT using whisper.cpp

    Python 1