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Paramdeep Singh Gill

Projects

On-going Projects

XAI-FL (Research project)

2026 | Remote

  • Trying to integrate XAI (Explainable Artificial Intelligence) on models trained using FL (Federated Learning). With a focus on using privacy preserving techniques like Differential Privacy.

  • Guide: Dr. Parteek Kumar Bhatia (WSU, USA) and Dr. Sachin Kansal (TIET, India)

  • Technology used: PyTorch, InterpretML, NVFlare.

BioFL (Research project)

2026 | Remote

  • Working on applying Federated Learning (FL) on unexplored biomedical datasets.

  • Guide: Dr. Parteek Kumar Bhatia (WSU, USA) and Dr. Kashish Goyal (TIET, India)

  • Technology used: PyTorch, InterpretML.

Deepfake Detection (Group Research project)

2026 | Remote

  • Working on building a model to detect deepfake in dataset having audio video modality.

  • Guide: Dr. Shefali Arora Chouhan (NIT Jalandhar, India)

  • Technology used: PyTorch

Past Projects

ThaparSat research project (Solo project)

2024 | Patiala, Punjab

  • Systematic Approach to Enhance Signal Quality and Noise Reduction in Remote Sensing and Astrophysical Applications

  • Capstone project under the guidance of Dr. Seema Bawa and Dr. Mamta Gulati

Vriddhi App (Group Project)

2022 | Patiala, Punjab

  • An app to guide parents to facilitate and ensure holistic growth in cognitive, psychomotor and affective domains. Contributed in the front-end of the app (using Flutter-Dart).

  • Technology used: Flutter-Dart, Firebase, GetX, React Js, Chart Js, Swiper Js, Figma.