Rennan Lima work email
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Rennan Lima personal email
I love working with information retrieval, neural models, search, natural language processing, and data science. I'm skilled in various tools and technologies like Python, Django, ElasticSearch, Transformers, Docker, Kubernetes, and language models.In my career, I've done exciting projects like maintaining a music recommender system at Studio Sol and working as a research and development specialist in a groundbreaking governmental data search engine project at the Public Prosecutor’s Office of Minas Gerais (MPMG). This engine, used by multiple prosecution teams, indexes over a million documents, making data retrieval and analysis efficient. As a Tech Lead on another MPMG project, I managed a team developing crawler configuration software, enabling users to configure over 5000 crawlers targeting diverse websites.My academic background includes a Master's degree in Computer Science and a Bachelor's degree from Universidade Federal de Minas Gerais. During my Bachelor's, I was a Teaching Assistant, helping students grasp programming concepts. At Aalto University, I researched text summarization of electronic health records, proposing innovative methodologies to improve data summarization.
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Technical LeadKunumiState Of Minas Gerais, Brazil -
Data ScientistKunumi May 2024 - Present -
Software EngineerPublic Prosecutor’S Office Of Minas Gerais (Mpmg) At Dcc/Ufmg Mar 2021 - PresentBelo Horizonte, Minas Gerais, BrasilDeveloped a governmental data search engine using information retrieval tools, including Transformers and ElasticSearch. The corpus contains more than 1 million documents.Managed data processing, indexing, and search model training, as well as collaborated on the web interface for the search engine using Django. This search engine is currently used by 2 teams of multiple prosecutors.
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Technical LeadPublic Prosecutor’S Office Of Minas Gerais (Mpmg) At Dcc/Ufmg Mar 2021 - Aug 2023Belo HorizonteLed the development team with almost 10 people as Tech Lead for a crawler configuration software, which included mentoring team members. Worked with stakeholders from MPMG to define the project scope and tasks.Utilized expertise in web scraping to architect solutions for complex data extraction needs. The software allowed the configuration of more than 5000 crawlers to target websites.
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Research Assistant InternAalto University May 2023 - Jul 2023Espoo, Uusimaa, FinlândiaSupervised by Prof. Samuel Kaski on text summarization of electronic health records in a 3-month summer internship.Proposed a summary review process using LLM, which showed good results in removing hallucinations by 50% while improving the summary by almost 5% traditional metrics over the baseline. -
Data ScientistStudio Sol Jan 2021 - Apr 2021Belo Horizonte, Minas Gerais, BrasilMaintained a music recommender system and executed data analysis. Collaborated on deploying microservice architecture system based on Docker and Kubernetes for 3 million users. Full-time job experience after a successful internship at the company. -
Data Scientist InternStudio Sol Aug 2019 - Dec 2020Belo Horizonte, Minas Gerais, BrasilImplemented music recommender systems and reports involving data analysis and modeling using Jupiter, SciPy, and Sklearn, with data from more than 1 million songs and 100,000 artists. -
Undergraduate Student ResearcherLatin Ufmg May 2018 - Feb 2020Belo HorizonteCreated a crawler, including a CAPTCHA-solving algorithm, to extract data from the Brazilian national researchers' profile repository platform (Lattes), which collected more than 100,000 profiles.Implemented a name disambiguation algorithm utilizing Apache Spark to match more than 100,000 profiles. -
Teaching AssistantUniversidade Federal De Minas Gerais Aug 2017 - Mar 2018Belo Horizonte, Minas Gerais, BrasilConducted classes for the "Computer Programming" discipline of fundamental programming concepts, engaging more than 30 students.
Rennan Lima Education Details
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Computer Science
Frequently Asked Questions about Rennan Lima
What company does Rennan Lima work for?
Rennan Lima works for Kunumi
What is Rennan Lima's role at the current company?
Rennan Lima's current role is Technical Lead.
What is Rennan Lima's email address?
Rennan Lima's email address is re****@****umi.com
What schools did Rennan Lima attend?
Rennan Lima attended Universidade Federal De Minas Gerais, Universidade Federal De Minas Gerais.
Who are Rennan Lima's colleagues?
Rennan Lima's colleagues are Marcelo Xavier, Rafael Cavalcanti, Joao Victor Burgareli De Assis, Luiza Strano, Daniel Lima, Andressa Narvaes, Claudio Cunha.
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Rennan Lima
Python| Analista De Dados | Analista De Bi | Cientista De Dados |DesenvolvedorSão José Dos Campos, Sp -
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Rennan Lima
São Paulo, Brazil
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