NVJK Kartik
Designer + AI Enthusiast, Learner, Designer, Programmer, and Data Scientist
Hi there
I'm Kartik, a versatile full stack web developer and designer pursuing a degree in Data Science and AI at Indian Institute of Information Technology Dharwad. With expertise in the MERN stack and a keen eye for design, I craft seamless web experiences. My passion extends to AI, specializing in machine learning, computer vision, NLP, and speech processing.
I've completed 4 internships, published 2 research papers in IEEE TALE 2024 and T4E 2024. My research work spans speaker diarization and metacognitive regulation in learning environments.
Proficient in Python, TensorFlow, and PyTorch, I'm committed to solving real-world challenges with cutting-edge technology. Always eager to learn, I thrive in dynamic environments where I can push the boundaries of web development and AI.
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- Research Associate - Dept of Educational TechnologyMay 2023 - August 2024• Developed AffectBots: A scalable, multimodal tutoring system utilizing audio, video, and text data for real-time emotion recognition with 88% accuracy.• Implemented speaker diarization using PyAnnote and Whisper Speech Recognition, improving diarization performance by 65% on a 200-hour classroom dataset. (Paper Accepted at IEEE-TALE 2024).• Applied Conditional Random Fields (CRFs) and machine learning to detect triggers of Socially Shared Metacognitive Regulation (SSMR) in collaborative learning environments.• Developed automated analysis systems for large-scale collaborative learning datasets, with findings accepted for publication at EdTech Society T4E 2024.
Emotional Monitoring of Crypto Traders
Developed a cryptocurrency trading platform that monitors emotional well-being and provides personalized interventions to enhance user decision-making.
Online Schooling for the Specially Abled
Developed an adaptive online learning platform for specially-abled students using computer vision, winning first place in a hackathon for building it in 48 hours.
Centio.Ai Conversational AI with Research and Task Automation
This is AI-driven platform that enables versatile chat interactions, task automation, and in-depth research capabilities. With features like Regular Chat, Assistant tasks, and document management, it streamlines workflows for enhanced productivity.
Alumni Connect
Designed a Flutter app for CGC IIIT Dharwad that fosters alumni engagement, featuring social media-style image sharing, job postings, and job application capabilities.