top of page
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.

Screenshot 2024-06-22 at 12.56.35.png
Screenshot 2024-06-22 at 12.56.41.png
Screenshot 2024-06-22 at 13.06.30.png
Screenshot 2024-06-22 at 13.07.00.png
Screenshot 2024-06-22 at 12.56.52.png

What’s Utilised:

Algorithms

NLP

Speech2Text

LDA

RAG

BERTSynonyms

Coding Languages

Python

Jupyter Notebook

HTML

CSS

JavaScript

Softwares - Libraries

Flask

Gensim

Spacy

BERT

OpenAI API

HuggingFcae

Figma

bottom of page