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tiagodavi/README.md

Hi there 👋

I am not here to convince you I am perfect. I am here to show, through evidence, why I might be a strong candidate.

I started my career long before the current AI era, building software across startups and enterprise environments. That experience gave me strong engineering fundamentals and AI has made me even more deliberate about them: maintainability, scalability, observability, API design, testability, performance, and a clear-eyed understanding of the business.

I bring 15+ years of experience building software products, including 5+ years in AI and traditional machine learning techniques. I am AI-fluent without losing sight of fundamental software engineering principles. I am also a published Elixir author and an open-source contributor to the Elixir ML ecosystem, including Nx and Scholar, with experience delivering impact from startups to enterprise.

Available exclusively for fully remote, worldwide positions.

🔵 CAREER HIGHLIGHTS:

  • Quality in the AI Era: identified gaps and mismatches between intended behavior, implementation, and the data used to validate it.
  • Tech Leadership: helped other engineers avoid outsourcing their judgment to LLMs and confusing output volume with progress.
  • 97% latency cut: reduced survey cloning from 16 hours to 30 minutes in Elixir/PostgreSQL.
  • Sub-second analytics: improved performance over 75M+ data points (from a 35-second baseline) in Elixir/PostgreSQL.
  • Production AI at scale: designed and deployed a RAG + Vector Search + LLM system (semantic search, classification, clustering) from scratch in Elixir/Python/Qdrant.
  • Enterprise multi-tenancy: architected physical data isolation on Databricks + Elixir for compliance.
  • Real-time edge platform: developed bidirectional sync between an Elixir cluster and 2,000+ embedded devices (Raspberry Pi, NVIDIA Jetson).
  • Top 100 of 70,000+ developers in Latin America at IBM Behind the Code - twice (2020 & 2021).

What sets me apart?

Business vision, I use tools and technology to deliver tangible value to the companies.

Open Source Contributions:

I actively contribute to open source projects, demonstrating my commitment to collaborative development. Some of my notable contributions include:

Authoring a Book:

I have authored a book titled "Elixir: Do zero à concorrência" that provides valuable insights and knowledge on Elixir programming.

The book is available on Amazon: https://bit.ly/3WYnqrw

Writing Articles:

I frequently share my expertise and experiences through writing articles. Some of my articles can be found at the following publications:

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  1. tcp_distributed_app_elixir tcp_distributed_app_elixir Public

    This is a TCP Server and distributed app example in Elixir.

    Elixir 4 1

  2. elixir-bank-as-service elixir-bank-as-service Public

    This is an Elixir Umbrella APP that provides Bank as Service.

    Elixir 6 2

  3. elixir-stock-exchanges elixir-stock-exchanges Public

    stock exchanges by using Elixir

    Elixir 4

  4. optmizing-warehouse-flow optmizing-warehouse-flow Public

    Optimizing Warehouse Flow by using Reinforcement Learning.

    Python 2 1

  5. ex4j ex4j Public

    Combine the power of Ecto with the Bolt protocol + an elegant DSL for Neo4J databases.

    Elixir 22

  6. ex_agent ex_agent Public

    An Elixir library for building multi-agent LLM applications.

    Elixir 22 1