Cristiano Aguiar
Lead Data Scientist
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolCristiano Aguiar is a Lead Data Scientist and founder with 11 years of experience turning complex research into production-ready AI solutions across healthcare and biomedical domains. He blends deep learning, generative AI, and model fine-tuning expertise with practical systems engineering, currently leading R&D and applied ML at Bresotec Medical while consulting through CSA Intelligence. Cristiano mentors professionals for MIT and Johns Hopkins programs and shares pragmatic frameworks via his Clear Intelligence newsletter, helping leaders responsibly adopt LLMs and multimodal models. His background includes a PhD in structural engineering and extensive biomedical ML work at Oncoustics, reflecting a rare combination of rigorous academic training and hands-on product delivery in regulated settings. An interesting thread through his career is repeatedly converting academic research into enduring, deployable systems rather than one-off proofs of concept.
11 years of coding experience
19 years of employment as a software developer
Ph.D. Structural Engineering, Ph.D. Structural Engineering at Universidade Federal do Rio de JaneiroCertificate Artificial Intelligence, Certificate Artificial Intelligence at University of Toronto School of Continuing Studies
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (9)
flask7
python6
plotly5
machine-learning5
dashboard3
data-visualization2
plotly-dash2
elixir1
getstream1
Programming languages (3)
Github contributions (5)
csaguiar/media-bias-political-news
Apr 2019 - Sep 2019
Predicting Media Bias in News Articles
Contributions:58 commits, 2 PRs, 49 pushes in 5 months
pythonmedia-biasflaskmachine-learningbias
csaguiar/plotly-dash-template
Feb 2019 - Oct 2019
Project template to build a Plotly Dash app
Contributions:3 commits, 2 pushes, 1 branch in 7 months
dashpythondash-appplotly-dashplotly
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