Lucas Ribeiro

Software Development Analyst II at TOTVS | Software Architecture, DevOps

Garanhuns - PE, Brazil Joined on Jun 13, 2025 lucas.trompista.lgu@gmail.com https://docuverse.lucash-ribeiro-dev.workers.dev/

Lucas Ribeiro

Dec 19

The Serverless Semantic Engine: Architecting Mass Indexing Pipelines with Modal and Vector Databases

#programming #ai #python #vectordatabase

17 min read

Lucas Ribeiro

Dec 8

Engineering Manual for Fine-Tuning Gemini 2.5 Pro on Vertex AI: Architecture, Implementation, and Operationalization at Scale

#gemini #llm #architecture #machinelearning

12 min read

Lucas Ribeiro

Oct 28

The Model Context Protocol (MCP): A Foundational Standard for Agentic AI Systems

#programming #ai #python #mcp

25 min read

Lucas Ribeiro

Sep 18

Graph-Augmented Hybrid Retrieval and Multi-Stage Re-ranking: A Framework for High-Fidelity Chunk Retrieval in RAG Systems

#programming #ai #vectordatabase #machinelearning

33 min read

Lucas Ribeiro

Sep 4

From Ordered Lists to Semantic Spaces: A Scientific Exploration of Search Algorithms in High-Dimensional Vector Databases

#programming #vectordatabase #algorithms #machinelearning

15 min read

Lucas Ribeiro

Aug 18

3DR-LLM: A Quantitative Methodology for the Holistic Evaluation of Large Language Models

#llm #ai #machinelearning #database

19 min read

Lucas Ribeiro

Jun 17

MAIL: Multi-layer Attentional Interception Layer for Deep Learning Networks with Multiple Inputs and Multiple Outputs (MIMO-DL)

#ai #python #datascience

15 min read

Lucas Ribeiro

Jun 16

Explainable Artificial Intelligence (XAI) for Deep Learning Models: A Comprehensive Review

#ai #datascience #machinelearning #llm

24 min read

DEV Community

Lucas Ribeiro

Badges

Writing Debut

The Serverless Semantic Engine: Architecting Mass Indexing Pipelines with Modal and Vector Databases

Engineering Manual for Fine-Tuning Gemini 2.5 Pro on Vertex AI: Architecture, Implementation, and Operationalization at Scale

The Model Context Protocol (MCP): A Foundational Standard for Agentic AI Systems

Graph-Augmented Hybrid Retrieval and Multi-Stage Re-ranking: A Framework for High-Fidelity Chunk Retrieval in RAG Systems

From Ordered Lists to Semantic Spaces: A Scientific Exploration of Search Algorithms in High-Dimensional Vector Databases

3DR-LLM: A Quantitative Methodology for the Holistic Evaluation of Large Language Models

MAIL: Multi-layer Attentional Interception Layer for Deep Learning Networks with Multiple Inputs and Multiple Outputs (MIMO-DL)

Explainable Artificial Intelligence (XAI) for Deep Learning Models: A Comprehensive Review