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Software & AI Engineering Lab PUC-Rio
- Rio de Janeiro, Brazil
- https://polymathesblog.wordpress.com/
- https://orcid.org/0009-0003-1892-5976
- @matheussoranco
- in/matheus-soran%C3%A7o-4a8b67210
Highlights
- Pro
Pinned Loading
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O.L.I.V.I.A
O.L.I.V.I.A PublicAI agent specialised in study, learning, and scientific research and discovery.
Python 2
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VAE-for-molecule-Generation
VAE-for-molecule-Generation PublicA VAE model for molecules generation
Jupyter Notebook 1
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Speech_synthesis
Speech_synthesis PublicSystem implementing VITS2 with ECAPA-TDNN zero-shot voice cloning. Synthesises natural 22 kHz speech from raw text in a single forward pass — no autoregressive decoding, no separate alignment model.
Python 1
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Bacterial-growth-and-analysis
Bacterial-growth-and-analysis PublicA predictive microbiology toolkit combining mechanistic growth models, Gaussian Process Regression, and a Bayesian-optimised stacking ensemble classifier for bacterial species identification.
Python 2
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M.A.E.S.T.R.O
M.A.E.S.T.R.O PublicProvider-agnostic orchestrator & instantiator of agent swarms (Anthropic/OpenAI/local LLMs + I.S.A.A.C./O.L.I.V.I.A.) — zero-dependency core
Python
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