COGN.IO: Automated Progressive Notes
Having extremely demanding responsibilities in the fast-paced field of psychotherapy, therapists are often overburdened with the arduous process of taking detailed notes during and after their sessions. That challenge is very time-consuming, putting them at risk of missing those crucial details that may significantly affect their patients' care. To that end, the team I was part of built Cogn.io, a cutting-edge tool to make note-taking increasingly accessible by leveraging cutting-edge diarization, transcription, and NLP models. In this essay, I discuss lessons learned in the course of our project brainstorming to technical and business strategy implementation, pointing out my engagement in the different phases.
What’s Utilised:
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Algorithms
NLP
Speech2Text
LDA
RAG
BERTSynonyms
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Coding Languages
Python
Jupyter Notebook
HTML
CSS
JavaScript
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Softwares - Libraries
Flask
Gensim
Spacy
BERT
OpenAI API
HuggingFcae
Figma
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