Priya Garg
@priyagarg1
I build explainable AI models for medical imaging, NLP, and computer vision applications.
IndiaWhat I'm looking for
I've developed explainable AI systems for medical image interpretation, multilingual hate speech detection, and AI-modified text identification. My published work in the Arabian Journal for Science and Engineering combines deep learning with transparent model explanations.
Through my doctoral research at Thapar Institute of Engineering and Technology, I proposed RBF-LIME for nonlinear local explanations and ℓ1 + ℓ2-LIME to improve feature-selection stability. I use LIME, SHAP, Grad-CAM, regularization, and deep learning to make high-stakes AI decisions more interpretable and reliable.
At QED Analytics, I applied computer vision and deep learning to satellite imagery, urban change detection, industrial video analytics, object tracking, and workflow assessment using TensorFlow and PyTorch.
Experience
Work history, roles, and key accomplishments
AI Image Analyst
QED Analytics
Jun 2025 - Jan 2026 (7 months)
Analyzed large-scale satellite imagery to detect urban land-use and infrastructure changes using computer vision and deep learning techniques. Developed image preprocessing and feature extraction pipelines for geospatial and remote sensing datasets.
Laboratory Instructor
Thapar Institute of Engineering and Technology
Jan 2022 - Dec 2024 (2 years 11 months)
Conducted B.Tech laboratory sessions in MATLAB, Numerical Methods, and Statistical Computing using R. Assisted students with implementation, debugging, and practical problem-solving.
Tutorial Teacher
Thapar Institute of Engineering and Technology
Jan 2022 - Dec 2024 (2 years 11 months)
Led tutorial classes for core undergraduate Mathematics courses including Calculus, Linear Algebra, Differential Equations, and Numerical Methods. Evaluated assignments, quizzes, and examinations, and provided academic support to students.
Education
Degrees, certifications, and relevant coursework
Thapar Institute of Engineering and Technology
Doctor of Philosophy, Artificial Intelligence
2021 -
Pursuing a Ph.D. in Artificial Intelligence with a focus on explainable AI techniques for interpreting AI model decisions.
National Institute of Technology Hamirpur
Master of Science, Mathematics and Computing
2017 - 2019
Completed a Master of Science in Mathematics and Computing, gaining advanced knowledge in mathematical and computational methods.
DAV College Bathinda
Bachelor of Science, Non-Medical
2014 - 2017
Earned a Bachelor of Science in Non-Medical, affiliated with Punjabi University, Patiala.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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