Bruna Franciele Faria AI engineer / Scientist (PhD in Computational and Data

Sr Data Scientist

A3Data

Mar 2025 - Current (1 year 4 months)

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Senior Data Scientist

FALCONI SA

Dec 2022 - Current (3 years 7 months)

Short description: working on the development of AI solutions for improving management, from data collection/treating to model deployment on cloud or local systems. Smart assistants and intelligent checker systems, and also end-to-end sale in whatsapp by a LLM like a human (last one is a personal project).

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Senior AI Engineer

HUAWEI – Research center of Nizhny

Dec 2021 - Oct 2022 (11 months)

Worked on model acceleration using pruning and knowledge distillation techniques for the improvement of new technologies and products based on computing vision and NLP models (Resnet, YOLO, Bert, etc). Using pytorch as the main framework and others important tools to create real applications like chatbots.

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Data Science Mentor

MENTORAMA online training and consulting,

Mar 2021 - Dec 2021 (10 months)

Helping students with their doubts, creating exercises, proposing new materials and guidelines to study, and delivering online classes and webinars about python, database - SQL and Mongo, Machine learning, Deep Learning algorithms and NLP. Talking about the main frameworks like: scikit-learn, tensorflow, pytorch, pandas, numpy, scipy, and others. Furthermore, real application systems like: recommeder systems, chatbots, word prediction, dahboard implementation, and many others.

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Researcher on Signal processing.

Sep 2020 - Nov 2020 (3 months)

Development of research project "EEG analysis for Traumatic Brain injury" using Machine learning techniques and NLP frameworks.

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Teaching Assistant

Thermodynamics and Transport at Nanoscale

Feb 2020 - Dec 2020 (11 months)

Helping students to solve problems about linear thermodynamics and molecular motion using computing resources based on python language.

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Researcher

Center for Computational and Data-Intensive Science and Engineering

Nov 2018 - Oct 2022 (4 years)

Developing PhD research using python and the main frameworks like: scikit-learn, tensorflow, pytorch, pandas, numpy, scipy, and others to create scripts and applications to run molecular simulations, carry out big data analysis, creating plots and reports. Furthermore, real applications like chatbots and recommender systems using NLP were done from courses.

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Researcher

UFSJ, Federal University of Sao Joao Del Rei,

Mar 2014 - Dec 2018 (4 years 10 months)

Molecular Modeling Lab

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Laboratory Intern & Service Provider

KARINHO, Agricultural cooperative of Divinopolis Ltda,

Oct 2013 - Feb 2014 (5 months)

Worked as internal biochemistry carrying out analysis on crude milk and processed products derived from it. Also, implementing a new intelligent stock control based on a smart sheet using python, excel and visual basic codes.

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Guest Researcher

CIC nanoGUNE, Nanobiotechnology group,

May 2013 - Jun 2013 (2 months)

Development of research projects focus on "Protein resurrection" using computational resources, apps and python to build specific script to analyze results.

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Scientific initiation student

Aug 2010 - Jul 2012 (2 years)

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Teaching Assistant & students' co-orientation

Aug 2009 - Jun 2016 (6 years 11 months)

Physic Chemistry I/II | Biostatistics | Instrumental methods of analysis Biotechnological processes & macromolecules purification Lab

Bruna Franciele Faria

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