About Me

Experience

  • Toqua: Data Scientist from February, 2023

    Decarbonizing the shipping industry through AI and machine learning.

    • Building and deploying ship performance models: Ship owners/managers use updated models to implement fuel saving measures - thereby reducing emissions.
    • Data validation and data quality monitoring of sensor data collected by ships.
    • Skills: python, Microsoft Azure, ML-pipelines (mlflow, Azure ML pipelines)
  • Indigo Diabetes: Data Scientist October, 2021 - December, 2022

    Developers of the world’s first implantable Continuous Metabolite Measurement (CMM) sensor.

    • From sensor data to glucose models: Built end-to-end data pipelines from raw sensor data to glucose prediction models for Indigo’s first continuous metabolite monitoring (CMM) sensor. Skills: python, MATLAB
    • Making sense of sensor data: Using mathematical models and interactive visualizations, investigated and demonstrated fundamental features, patterns, and issues in collected sensor data. Tools: Python, Bokeh, Dash (Plotly), MATLAB.
  • KU Leuven: Doctoral Researcher October 2017 - September 2021

    Part of the biomedical data processing research group in the world’s most innovative university (Reuters).

    • Developing data processing, analysis and machine learning techniques on biomedical data. Specific focus on electroencephalography (EEG) data. Skills: python, MATLAB, cluster computing: linux bash/shell
  • Qualcomm: Signal Processing Engineer July, 2014 - September, 2016
    • software development of residential gateways through upgrading in echo canceller system.
    • Contributed towards the development of world’s first Gigabit DSL chip of Qualcomm.

Education

  • PhD Electrical Engineering: KU Leuven

    In biomedical data processing research group in the world’s most innovative university (Reuters)

  • Masters in Signal Processing: Indian Institute of Science

    The No.1 scientific research institute in India

Publications

4 articles in peer-reviewed international journals. 4 articles in international conferences. Please checkout my Google Scholar profile.

Accolades