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Researcher · Brasília, Brazil
Pedro Carvalho Brom
Researcher, developer and consultant in Computer Science, with a background in Statistics and Applied Mathematics. Currently a PhD candidate in Informatics, specializing in generative artificial intelligence, working with advanced analytical methods in R and Python to build data-driven solutions. The work bridges statistical modeling, Artificial Intelligence and business technology, with a focus on AI solutions that are mathematically sound, computationally efficient and viable in production.
LinkedIn articles
Long-form articles published on LinkedIn.
- May 2026I want my agent to fit a mixed-effects model in R. How many tokens does that cost?
- May 2026autoresearch v1.0: an autonomous research loop with a local LLM critic
- May 2026Wrapping a CRAN package as an agent-callable skill: bgumbel
- Apr 2026Quatro perguntas que precedem a adoção de IA no setor público
- Apr 2026Revisor Interativo de Artigo em GPT-5.5 Thinking: anatomia de uma revisão
- 2025Paradox of Poetic Intent in Back-Translation: evaluating LLMs in Chinese translation
Featured work
Packages in production, published papers and research prototypes. Filter by category.
Open source
autoresearch
Autonomous research loop with a local LLM critic; a generalization of karpathy/autoresearch.
View on GitHub
Open source
community-skills
Community hub for wrapping libraries as agent-callable skills, in R, Python and Julia.
View on GitHub
Open source
bgumbel
R package on CRAN for the bimodal Gumbel distribution, a three-parameter model for extreme data with one or two modes.
View on CRAN
Open source
bgev
R package for the bimodal generalized extreme value model.
View on GitHub
Open source
gpumetropolis
Metropolis-Hastings sampler with a GPU-portable log-density kernel; R package heading to CRAN.
View on GitHub
Open source
trace-llm
Code, data and prompts for the TraCE-LLM study on traceability in LLM pipelines.
View on GitHub
Open source
NLPMetricLab
Multilingual NLP metric toolkit (BLEU, CHRF, TER, semantic similarity); companion app to the FITEE back-translation study.
View on GitHub
Open source
2-Steps-RAG
Two-step RAG for metadata filtering and statistical LLM evaluation; research code.
View on GitHub
Open source
amazeR
Maze generation and random-walk simulation in R.
View on GitHub
Open source
leidebenford
Application of Benford's law to dictionary data, in R.
View on GitHub
Open source
olxbuscador
R scraper for collecting listing data from the OLX marketplace.
View on GitHub
Open source
SimpleChatGPT
Simple ChatGPT integration for the GNU/Linux shell.
View on GitHub
Research paper
TraCE-LLM
Trait and Consistency Evaluation: behavioral stability and the adversarial compensation effect. Published in JBCS.
Research paper
Back-translation as a metric
Evaluating large language models on Chinese translation through back-translation. Published in FITEE.
Research paper
AI methodology for Gov.br
A methodology for implementing AI in the Brazilian federal government's public services; best industrial paper candidate at WEBIST 2024.
Research paper
bgumbel
The bimodal Gumbel model with application to environmental data. Austrian Journal of Statistics.
SaaS
SOTA
AI-assisted platform for the academic research workflow: manuscript review, journal selection, reference-integrity checking, and research discovery through author metrics, semantic search and knowledge graphs.
Coming soon, July 2026
Publications
Journal and conference papers.
- 2026Trait and Consistency Evaluation: Measuring Behavioral Stability and the Adversarial Compensation Effect Journal of the Brazilian Computer Society
- 2025Two-Step RAG for Metadata Filtering and Statistical LLM Evaluation IEEE Latin America Transactions
- 2025ANÁLISE DO INTERESSE E DO CONHECIMENTO EM ESTATÍSTICA E METODOLOGIA CIENTÍFICA ENTRE GRADUANDOS EM MATEMÁTICA Revista Ibero-Americana de Humanidades, Ciências e Educação
- 2025LLM-Assisted Iterative Evolution with Swarm Intelligence Toward SuperBrain ArXiv.org
- 2025Quantitative Evaluation of Translation Quality and Computational Efficiency in Semantic vs. Phonetic Strategies for Chinese Scientific Terms
- 2025LLM-BT-Terms: Back-Translation as a Framework for Terminology Standardization and Dynamic Semantic Embedding ArXiv.org
- 2025The Paradox of Poetic Intent in Back-Translation: Evaluating the Quality of Large Language Models in Chinese Translation ArXiv.org
- 2025POTENCIALIDADES DA ATIVIDADE “ADIVINHE O NÚMERO” PARA O ESTÍMULO AO PENSAMENTO CRÍTICO E CRIATIVO EM MATEMÁTICA DE ESTUDANTES DO 9º ANO DO ENSINO FUNDAMENTAL Revista Sergipana de Matemática e Educação Matemática
- 2025Automatização de Processos como Estratégia para Reduzir a Rotatividade de Servidores na Delegacia Regional da Polícia Federal Navus - Revista de Gestão e Tecnologia
- 2024Threshold Study for Hanzi Image Recognition: Defining Character and Component Limits in Chinese, Japanese, and Korean Script Processing International Journal of Asian Language Processing
- 2024PANORAMA DA PRODUÇÃO CIENTÍFICA INTERNACIONAL EM PREVIDÊNCIA SOCIAL Revista Economia & Gestão
- 2024Exploring public-private partnerships in Latin America and the Caribbean using topic modeling and sentiment analysis Caderno Pedagógico
- 2024Relações entre ansiedade em matemática e criatividade em matemática de estudantes do ensino médio Revista Eletrônica de Educação Matemática
- 2024Uso da Análise de Cluster em Avaliação Diagnóstica para Mapeamento de Defasagem Escolar Perspectivas da Educação Matemática
- 2024Aprimorando Seleções Acadêmicas com Técnicas de Entropia e Método AHP-TOPSIS-2N Navus - Revista de Gestão e Tecnologia
- 2024DISTANCIAMENTO ESPACIAL E RESILIÊNCIA ECONÔMICA REGIONAL EM TEMPOS DE COVID-19: Primeiras Impressões de uma Discussão em Aberto Gestão & Regionalidade
- 2022Perception of producers and consumers on the adoption of genetically modified food: the case of the transgenic bean BRSFC401 RMD Revista de Economia e Sociologia Rural
- 2022Fatores Associados ao Sucesso Profissional do Professor de Matemática da Rede Pública do Distrito Federal Perspectivas da Educação Matemática
- 2022Contribuições da iniciação científica para a formação acadêmica e profissional de estudantes do PIBIC/ICMBio Biodiversidade Brasileira
- 2021Canais Curtos de Comercialização e Condições de Vida dos Agricultores de Brasília Desenvolvimento em Questão
- 2013INTEGRAÇÃO NUMÉRICA POR SOMA DE ÁREAS DE TRIÂNGULOS: REGRA DOS TRIÂNGULOS REPETIDOS. REVISTA EIXO
- 2012ESTUDO DO JOGO CLÁSSICO, O DILEMA DO PRISIONEIRO, POR TEORIA DOS JOGOS, COM USO DE FUNÇÃO POLINOMIAL DE PROBABILIDADE E ANÁLISE DOS PONTOS CRÍTICOS REVISTA EIXO
- 2012STUDY OF CLASSIC GAME, THE PRISONER'S DILEMMA BY THEORY OF GAMES AND USING POLYNOMIAL FUNCTION OF PROBABILITY AND ANALYSIS OF CRITICAL POINTS
All repositories
Every public repository, most recent first, including course material, experiments and small tools.
- immba
- ci_stats
- MMBN-CAS
- perceptron-mlp-cnnPerceptron, MLP and CNN implementations.
- stat_courseLecture notes for an Applied Statistics course.
- bt-conference
- webist_cep
- aulasrose
- maria
- pds
- fingerprint
- LGA2011List of processors compatible with the LGA2011 socket.
- q2b-l2
- balduRsgateAutomates rolling for character attributes in Baldur's Gate II: Enhanced Edition.
- energy
- cleandRoid
- facebotRemoveOldInv
- internet-back-beep
- atalhos
- keymapChange
- speedmonitoR
- facebook.bot.curtir.paginaBot to invite Facebook friends to like a page.
- whatsapp_botWhatsApp bot.
- RSeleniumDriverA working fix for the RSelenium driver loading problem.
- RwhatsappWhatsApp bot written in R.
- facebook.bot.parabensBirthday message bot.
- desafios_RDojoSolutions to the RDojo.com.br challenges.
- icc_est_r
- RProgIntroduction to Programming with R course.
- CPSKCapstone project, SwiftKey.
- CourseraFPDataProducts
- Getting-and-Cleaning-Data-Course-ProjectGetting and Cleaning Data course project.
- CourseraRegressionModelsCoursera Regression Models course project.
- CourseraMachineLearning
- IPRCourse material: Introduction to Programming with R, IFB.
- Estatistica_ComputacionalSimulation material for a Computational Statistics course.
- Experimento_FatorialFactorial experimentation and optimization workshop, IFB JEPE 2016.
- datasciencecoursera