About Bianca
French
Fluent
English
Fluent
Italian
Native or bilingual
Portuguese
Native or bilingual
Spanish
Conversational
German
Basic
Greek
Basic
Chinese
Basic
Japanese
Basic
Experience
- NeuromatchRegular Teaching Assistant - AI for NeuroscienceEDUCATION AND E-LEARNINGJune 2023 - Today (3 years and 1 month)Paris, FrancePrepared daily teaching sessions by reviewing lectures, slides, videos, and• • coding notebooks for machine learning, deep learning, modeling, and computational neuroscience modules. Lectured core ML/DL topics (GLMs, dimensionality reduction, optimization, regularization, NLP, generative models, RL) and coached two cohorts (~15 MSc/PhD students each) through Python/PyTorch live coding exercises. Guided 3-week group research projects, helping teams design models, analyze data, and prepare published abstracts and final presentations. Reported student progress and blockers to program staff and faculty mentors to ensure a smooth, supportive learning experience.
- NeuromatchAI Hackathon Mentor - LLMs for Mental HealthEDUCATION AND E-LEARNINGDecember 2024 - January 2025 (1 month)Londres, United Kingdom• • Google DeepMind, and Welcome Trust, guiding AI-driven projects to enhance mental healthcare access. One of my mentored teams won 1st placewith an LLM-powered mental health tool for optimizing therapeutic intervention.
- Le WagonJunior Data ScientistJuly 2022 - September 2022 (2 months)Paris, FranceExecuted machine learning projects in Python for National AI Certification.• • Built ETL pipelines, developed predictive models, and implemented neural networks for crime visualization, Spotify predictions, and image/audio denoising. Coordinated a team of 4 for the demo day project, developing CNN/RNN models (TensorFlow, PyTorch) to decode EEG signals.
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Education
- PhDPhD
- Agents Intensive CourseGoogle Google2025Agents Intensive Course