Back to work

    AI & ML Case study

    TruthRay

    Shedding light on digital disinformation

    The project

    A machine-learning research project that classifies news credibility using the LIAR dataset.

    01 · The challenge

    Problem

    Readers need better signals for evaluating claims in an online information landscape crowded with misinformation.

    02 · The approach

    Process

    Prepared the LIAR dataset and explored multi-class classification approaches to produce credibility ratings.

    03 · The outcome

    Result

    Presented the research through IEEE.

    What it’s made with

    Tech stack

    PythonScikit-learnNLPMachine Learning