ResearcherCollab
About
I am currently in my final year pursuing a BS in Data Science and Applications from IIT Madras. Previously, I secured a position among the top 3 students in the Master of Computer Applications program at Pondicherry University. My academic journey spans physics, computer science, and data science, giving me a strong multidisciplinary foundation. During my academic tenure, I was awarded for a project in the Modern Application Development course at IIT Madras and earned the Swami Vivekananda Merit cum Means Scholarship for consistent excellence. My research focuses on applied artificial intelligence, computer vision, and hybrid machine learning architectures. I have published three IEEE research papers. My work includes developing a machine learning-driven clinical risk prediction framework for mortality assessment in pediatric ICUs and designing a hybrid Quantum-inspired LSTM architecture to improve forecasting accuracy in volatile financial markets. Furthermore, I built a real-time computer vision pipeline for automated violence detection in public spaces, which received the Best Paper Award at IEEE ICRITO 2025.Beyond academic research, I have engineered multiple high-impact AI systems. As a Lead AI Engineer at C-DAC, I developed real-time anomaly detection and suspicious behavioral profiling systems for high-stakes government examinations. During my internship at the Ministry of Electronics and Information Technology (Govt. of India), I designed an NLP-powered system for monitoring and classifying offensive content on social media, and conducted applied research on clinical risk prediction using real-world hospital data. I am also actively building independent platforms like QueryCortex AI, an agentic AI reasoning platform combining NL2SQL and vector search. I have a keen interest in Generative AI, Agentic Workflows, and Computer Vision. I am looking forward to collaborating with research groups to expand my technical knowledge and contribute to innovative, large-scale solutions in AI and Machine Learning. want to connect with me? Give me a mail on contact@shibkumar.dev
