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#StandWithUkraine
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#StandWithUkraine
99 followers · 23 following
  • Cornell University, Ukrainian Catholic University
  • Bay Area, California
  • X @DobkoMaria

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

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marichka-dobko/README.md

Machine Learning engineer from Ukraine passionate in developing AI-powered products

  • Currently focusing on Gen AI, graphs, cybersecurity, and interested in multimodality

  • 🧑‍🎓 Grad school alumni at Cornell Tech - HelthTech program, NYC campus

  • 🧑‍🎓 UCU Computer Science alumni

  • 📝 I sometimes write articles on Medium blog

  • My Youtube

Recent projects

  • FitLoop - combining smart watch and Continous Glucose Monitor readings to precisely predict and alert people with Type 1 diabetes about low blood sugar during exercise.
  • InsureGPT - an LLM-based assistant that matches patient’s needs to the health policy. We scrapped and parsed over 100 PDFs and built a health insurance policy matcher.
  • Simplicaid - automates the Medicaid application process by pre-filling lengthy PDF form using user-provided documents, LLMs and OCR
  • Airocare - a tool for analysis of breathing patterns and generation of meaningful insights for asthma patients. Video

Work experience

  • 🔒 Illumio - Applied ML Research Scientist [July 2024 - Current]
  • 🫀 Cleerly - Data Science, part-time [May 2023 - February 2024]
  • 🔬 ML research lab @ Cornell Tech - Grad student researcher, part-time [September 2022 - May 2023]
  • 🩻 Better Medicine - Deep Learning Engineer, part-time [March 2022 - July 2022]
  • 🔍 ML lab @ Ukrainian Catholic University - Computer Vision Researcher [July 2021 - June 2022]
  • 💻 SoftServe - Machine Learning Engineer [July 2019 - July 2021]
  • 🌐 ELEKS - Data Scientist, part-time [July 2018 - January 2019]
  • 📊 Captain Growth - Junior Data Scientist, part-time [January 2018 - June 2018]
  • 📷 Septa agency - Data Science Intern, part-time [September 2018 - January 2018]

Publications

Connect with me:

maria-dobko @dobko_m @dobko_m

Languages and Tools:

opencv pandas python pytorch scikit_learn seaborn tensorflow

Pinned Loading

  1. ucuapps/OpenGlue ucuapps/OpenGlue Public

    Open Source Graph Neural Net Based Pipeline for Image Matching

    Python 342 45

  2. ucuapps/WSMIS ucuapps/WSMIS Public

    Weakly Supervised Medical Images Segmentation

    Python 30 10

  3. ucuapps/CoronaryArteryStenosisScoreClassification ucuapps/CoronaryArteryStenosisScoreClassification Public

    CNN for Classification of Coronary Artery Stenosis Score inMPR Images.

    Jupyter Notebook 28 11

  4. ucuapps/LIDChallenge2020-NoPeopleAllowed ucuapps/LIDChallenge2020-NoPeopleAllowed Public

    A 3rd place solution for LID Challenge at CVPR 2020 on Weakly Supervised Semantic Segmentation

    Python 13 5

  5. Lung_Nodule_Classification Lung_Nodule_Classification Public

    Jupyter Notebook 20 7

  6. Caltech256-classification Caltech256-classification Public

    Jupyter Notebook 8 1