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Achievements

Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Organizations

@WDDS @akuity-care

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Adahn/README.md

Hi there 👋

Since 2022, I am mainly working on the tech of Akuity Care where we develop AI algorithms to detect diseases using voice data, so called vocal biomarkers.

I have architected & implemented the entire cloud-based tech / ML stack:

  • Developed SOTA machine learning algorithms to predict diseases from audio data
  • Developed SOTA machine learning algorithms to predict emotional states from text data
  • Designed and implemented internal Python package for audio preprocessing, feature extraction, transcription, data augmentation, testing and visualisation
  • Built backend and frontend for web app being used in projects with hospitals and doctors
  • Built backend and frontend for well-being mobile app
Python Flutter Dart TypeScript JavaScript PyTorch Hugging Face Transformers LLMs NLP PostgreSQL ovh Amazon S3 Harbor Docker FastAPI MLflow Postman Nginx Github Github Actions

Metrics

Programming languages

Python Scala Flutter Dart TypeScript JavaScript R

Deep Learning & GenAI

PyTorch Hugging Face Transformers LLMs CNN NLP

Machine Learning

Scikit-Learn Pandas Xgboost Dask Text Audio Text Audio

MLOps

PostgreSQL MySQL MongoDB Parquet Spark Spark ovh Amazon S3 Firebase Harbor Docker FastAPI MLflow MetaFlow Postman Nginx Github Github Actions CICD

Visualisation

D3.js Figma Mui Seaborn Matplotlib Text

Pinned Loading

  1. WDDS/Tweet-Diabetes-Classification WDDS/Tweet-Diabetes-Classification Public

    Analyses and topic extraction of diabetes related tweets

    Jupyter Notebook 1

  2. WDDS/Causal-associations-diabetes-twitter WDDS/Causal-associations-diabetes-twitter Public

    Identification of possible causal associations in diabetes related tweets

    Jupyter Notebook 1

  3. WDDS/Hierarchical-Clustering-Active-Learning-Text WDDS/Hierarchical-Clustering-Active-Learning-Text Public

    Comparison of hierarchical clustering and active learning algorithms for textual data

    Jupyter Notebook

  4. forchard/demy forchard/demy Public

    Big data platform tailored for public health

    Scala 1 4

  5. Epiconcept-Paris/sparkly Epiconcept-Paris/sparkly Public

    A set of utilities for developing portable machine learning Apache Spark applicationsi developed by Epiconcept

    Scala