Ludimila Gonçalves personal email
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I am a Lead Data Scientist from Amazonas, but living in South Africa with experience as a Researcher at the university. I've been involved with research since I was an undergraduate student, starting with Information Retrieval projects, going through ML focused on Recommendation Systems during my master's, Probabilistic Topic Modeling approaches (e.g., Latent Dirichlet Allocation) for Routine Detection, and now working with NLP applied to Software Engineering problems.In the industry (retail), I had the opportunity to work with data analysis, credit scoring, turnover prediction, and recommendation. Recently, I've been working building internal libraries, leading an AI chapter and the adoption of Agile, Career, and Knowledge Sharing processes in Data Science teams.Machine Learning has been my passion ever since along with hiking!I used to be a Professor and I transformed this love for sharing knowledge into being speaker in events talking about career and the Data Science world. If you want to talk with me about it don't think twice in reaching me out or schedule a time slot here https://calendly.com/ludigoncalves .
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Ai ManagerMalokaMadrid, Es -
Ai Tech LeadBemol Digital Jan 2022 - PresentManaus, Amazonas, Brazil- Working with products: Text Sentiment Analysis (XGBoost|LLM), Product Review Classification (BERT), Cross-Selling Recommendation (FP-Growth), and Chat Bot (RAG GPT-4)- Building team’s technical processes - team’s libraries expansion, technical guidelines, MLOps pipelines- Building team’s career processes - onboarding, hiring, career’s plan- Building team’s knowledge sharing processes - tech meetings (team’s level), workshops (company’s level), public events, documentations- Experience with product and people management- Results: more quality in production, 0% turnover in 18 months, productivity growth (over process and product results in BUs) -
Ai EngineerBemol Digital Oct 2020 - Jan 2022Manaus, Amazonas, Brazil- Worked on a recommendation POC using the Sequence Miner algorithm CSPADE (C|Python)- Created the team’s internal library (Bemol Libraries) building the credit scoring metrics module (Package|Python). Result: standardization of results report across credit models.- Introduction of SCRUM ceremonies and tech talks. Results: more transparency, collaboration, and results tracking over the team. -
Data ScientistLojas Bemol Sep 2017 - May 2018Manaus Area, Brazil- Sales impact analysis using Time Series Approaches- An employee turnover prediction model, and - A credit score prediction model for new customers- In the last two projects I used boosting methods and ROC curve, Recall-Precision, and Accuracy metrics -
University ProfessorUninorte - Laureate International Jun 2014 - Feb 2015Manaus Area, BrazilTeaching classes of:- Data Structure and Algorithms Analysis- Digital Circuits- Study Methodology- Also participation in course completion works examination boards -
Teacher In Technical EducationCentro De Educação Tecnológica Do Amazonas - Cetam 2012 - 2013Manaus Area, Brazil
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Computer Laboratory Monitor (Internship)Data Processing Center - Federal University Of Amazonas Jan 2008 - Jul 2008Manaus Area, Brazil
Ludimila Gonçalves Skills
Ludimila Gonçalves Education Details
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Computer Science -
Unfinished -
Computer Science -
Computer Science
Frequently Asked Questions about Ludimila Gonçalves
What company does Ludimila Gonçalves work for?
Ludimila Gonçalves works for Maloka
What is Ludimila Gonçalves's role at the current company?
Ludimila Gonçalves's current role is AI Manager.
What is Ludimila Gonçalves's email address?
Ludimila Gonçalves's email address is lu****@****ail.com
What schools did Ludimila Gonçalves attend?
Ludimila Gonçalves attended Universidade Federal Do Amazonas, Universidade Federal Do Amazonas, Federal University Of Amazonas, Federal University Of Amazonas.
What skills is Ludimila Gonçalves known for?
Ludimila Gonçalves has skills like Mysql, Scrum, Software Development, Linux, Java, C, Uml.
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Ludimila Gonçalves
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