Mission
Welcome to our Insight X lab! We advance the frontiers of AI and Machine Learning to address critical challenges in health, finance, and social impact. From creating innovative solutions like HSBuddy for Hidradenitis Suppurativa to developing cutting-edge algorithms for cloud computing and combating hate speech, our work transforms data into actionable insights. Join us in leveraging Generative AI and Large Language Models to improve lives and shape a better future.
Artificial Intelligence and Generative Models for Social Good
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Health AI
Financial and Temporal AI
News
Lab / Research Overview
Artificial Intelligence and Generative Models for Social Good
Social AI Research: Developed cutting-edge AI models to address societal challenges like hate speech, sexism, homophobia, depression, suicidal tendencies, and misinformation using Twitter, Reddit, and YouTube data. Hate Speech Counteraction: Submission of innovative frameworks, such as LLM-aligned counter-speech generation and multilingual counterspeech, at prestigious venues like AAAI and COLING 2025.
Health AI Applications
Created HSBuddy, an AI-based application supporting individuals with Hidradenitis Suppurativa by identifying triggers and improving their quality of life. Research on models leveraging geolocation data, NLP, and ML for advancing diagnoses of Alzheimer’s, melanoma detection, and mental health. Research contributions accepted at international forums, including BIOKDD 2024, W3PHIAI-25, and others.
Financial and Temporal AI
Developing ML frameworks for predicting carbon emissions and understanding economic indicators like stock volatility. Exploring AI for option pricing and financial compliance through data-checking strategies using large language models.
Optimization and Cloud Computing Algorithms
Pioneered advanced algorithms like GSA, HG-GSA, Hybrid GSA, Linear GSA, Bee Swarm Optimization and many more for efficient load scheduling in cloud computing.
Working with us
At our lab, we believe technology is a tool for meaningful change. Our work is fueled by a shared mission: to improve lives through the transformative power of AI and Machine Learning. Whether developing HSBuddy, an AI tool supporting individuals with Hidradenitis Suppurativa, or crafting models for mental health analysis and healthcare equity, every project reflects our commitment to making a difference.
Our team is passionate because our research is more than data and algorithms—it’s about people. We strive to address real-world challenges, from combating online hate speech to enhancing early disease detection, and delivering tools that empower communities globally.
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