Benchmarking and Cross-Platform Evaluation of Public Deepfake Detection Models on Viral Real-World Media

Comprehensive benchmarking study evaluating public deepfake detection models across platforms using viral real-world media datasets.

Citation (MLA):
Sarkar, T. Benchmarking and Cross-platform Evaluation of Public Deepfake Detection Models on Viral Real-world Media. Global Youth Science Journal, Oct. 2025, https://doi.org/10.5281/zenodo.17250129.

Magnetocaloric Cooling and Thermomagnetic Energy Recovery for Data Centers

Microsoft Challenge: Energy-Efficient Data Centers
Proposed an integrated magnetocaloric cooling and thermomagnetic energy recovery system that reduces energy consumption by 50% while repurposing waste heat into electricity.
(Originally developed for The Knowledge Society (TKS) scholarship application.)

Read about the journey →

Citation (MLA):
Sarkar, Tuhin. Magnetocaloric Cooling and Thermomagnetic Energy Recovery for Data Centers. Zenodo, 15 May 2025, https://doi.org/10.5281/zenodo.17062746.

Trans Lives In Russia - Lily

A deeply personal exploration of transgender experiences in contemporary Russia, examining social, legal, and personal challenges through narrative research.

Citation (MLA):
Sarkar, Tuhin and Lily. Trans Lives in Russia - Lily. Global Youth Science Journal, 24 Feb. 2025, https://doi.org/10.5281/zenodo.15315358.

Accuracy Of Deepfake Detecting Reverse Engineering Algorithms

Systematic evaluation of state-of-the-art deepfake detection methods, providing benchmarks and insights for future development in media authentication.

Citation (MLA):
Sarkar, Tuhin. Accuracy of Deepfake Detecting Reverse Engineering Algorithms. Global Youth Science Journal, May 2024, https://doi.org/10.5281/zenodo.15315279.