Teaching machines to think so I don't have to.
1705, Batul House, D.N Singh Road No. 3, Hathibaug, Lovelane, Mazgaon. Mumbai. 400010.
I am a dedicated student with a consistent academic record. I’ve always been fascinated by understanding how and why things work, especially in the world of technology and artificial intelligence. My journey so far has been defined by an analytical mindset, consistent academic performance, and an eagerness to explore how artificial intelligence can shape the world. I aspire to contribute to innovative research that combines analytical thinking with creative problem-solving.
Built an adversarially-trained deepfake detector robust to manipulation attacks, maintaining high accuracy on both clean and adversarially-modified videos by focusing on natural facial features.
Built a churn prediction system that forecasts both which customers will leave and when, automatically generating personalized retention recommendations through daily batch processing and real-time API.
ASL fingerspelling-to-text system using 3D pose tracking and neural networks to automatically translate hand gestures into written English.
Artificial Intelligence, Machine Learning, Deep Learning, NLP, Computer Vision, Data Science, Generative Models, Reinforcement Learning
Dr. Srujana Merugu
Member, INAIO Committee
Vice President, ACM IKDD