Who is Axel Bogos? Overview
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Axel Bogos is listed as Co-Founder at Driad AI, based in Greater Montreal Metropolitan Area, Canada. AeroLeads shows a matched LinkedIn profile for Axel Bogos.
Axel Bogos previously worked as Research Machine Learning Engineer Intern at Le Groupe-Conseil Baastel and Software Development Intern at Smart Trade Inc.. Axel Bogos holds Master Of Science - Ms, Computer Science, Machine Learning, 4.0/4.0 from Mila - Institut Québécois D'Intelligence Artificielle.
Email format at Driad AI
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About Axel Bogos
- M.Sc Student at Université de Montréal (affiliated with Mila). - I'm passionate about leveraging and researching novel applications of computer vision, remote sensing and AI in general towards more sustainable practices and limiting climate change.--> Currently working on self-supervised modelling of multimodal remote-sensing data in the field of forestry @ Driad AI! Feel free to reach out!
Axel Bogos's current company
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Axel Bogos work experience
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Research Machine Learning Engineer Intern
- Streamlined climate project evaluation by developing a decision-support tool with PyTorch, Transformers, and Dash, processing 13,000 project entries.- Achieved an F1 score of 0.84 with a predictive model trained on diverse project-level data and external indicators, effectively assessing the potential impact of hypothetical international climate development projects.- Developed an NLP pipeline for text-network and sentiment analysis, enhancing insights from project reports.
Software Development Intern
- Engineered 3 trading algorithms, adopted by 7 investors on a leading Japanese platform, managing over $25,000.- Yielded a 160% return rate over 3 years, showcasing knowledge adaptability and algorithm development skills.
Software Engineer Intern
- Developed an image processing, text extraction and fuzzy-matching pipeline, digitizing and labeling 200,000+ archival documents,- Implemented a data validation tool, cutting down mislabeled facial recognition instances by 25%, thereby improving dataset quality and model accuracy.- Provided software and hardware support to internal and external users.
Axel Bogos education
Master Of Science - Ms, Computer Science, Machine Learning, 4.0/4.0
Master Of Science - Ms, Computer Science, Machine Learning, 4.0/4.0
Honours B.Sc, Computer Science, 3.9/4.0
Bachelor Of Science - Bs, Computer Science
Bachelor Of Science - Bs, Honours Physics, 4.0/4.0
Dec - Pure And Applied Sciences, Pure And Applied Science, 91/100
Frequently asked questions about Axel Bogos
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What company does Axel Bogos work for?
Axel Bogos works for Driad AI.
What is Axel Bogos's role at Driad AI?
Axel Bogos is listed as Co-Founder at Driad AI.
Where is Axel Bogos based?
Axel Bogos is based in Greater Montreal Metropolitan Area, Canada while working with Driad AI.
What companies has Axel Bogos worked for?
Axel Bogos has worked for Driad Ai, Le Groupe-Conseil Baastel, Smart Trade Inc., and Imds Canada Inc..
How can I contact Axel Bogos?
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What schools did Axel Bogos attend?
Axel Bogos holds Master Of Science - Ms, Computer Science, Machine Learning, 4.0/4.0 from Mila - Institut Québécois D'Intelligence Artificielle.
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