Researcher | Builder | Learner
I am an engineering undergraduate at the Dr. B. R. Ambedkar National Institute of Technology, Jalandhar (NITJ), focused on the convergence of Artificial Intelligence, Signal Processing, and Applied Mathematics. My work is driven by a desire to understand and build pseudo intelligent artificial structures.
My primary research interests lie in the deep working, interpretability, and application of artificial intelligence.
- Generative AI & Safety: Investigating the proliferation of deepfakes and developing detection methodologies to counter synthetic media manipulation.
- Foundational Machine Learning: Exploring the origins of intelligence, focusing on interpretability and the mathematical modeling of machine behavior.
- Pseudo-Intelligent Structures: Designing systems that mimic intelligent decision-making in constrained environments, applicable in both software and hardware systems.
Founder | Architect
- Gamified Education: Architecting a cohort-based learning platform that utilizes competitive leagues and achievement systems to democratize technical education.
- Community Building: Leading large-scale initiatives to introduce undergraduates to research and development in technology based products.
Visit : OpenLearn
I write about the intersection technology, AI and stuff driving curiosity within me :)
- Fighting the “Deepfake” Problem: An analysis of counter-measures against synthetic media in the evolving digital landscape.
- Neural Networks & Intelligence: A technical dive into how intelligence emerges from simple computational units.
- The Purpose of Machine Learning An Introduction blog for OpenLearn pioneers
- Institution: Dr. B. R. Ambedkar National Institute of Technology, Jalandhar
- Department: Electronics and Communication Engineering
- Email: vatsalk.ec.23@nitj.ac.in