About Lexi-Fair AI
Pioneering ethical AI with deep intersectional audits and real-time auto-mitigation.
Project Purpose
As AI systems become more integrated into high-stakes decisions like hiring, lending, and healthcare, the risk of hidden biases causing real-world harm grows exponentially. Lexi-Fair AI was built to address this critical vulnerability. Our purpose is to democratize algorithmic fairness, providing enterprises with a robust, transparent, and easy-to-use tool to ensure their AI models make 100% fair decisions, free from historical prejudices.
How It Works
The platform operates on a streamlined, 4-step workflow designed for zero friction. First, users ingest their raw datasets securely. Our Neural Engine then performs a deep, intersectional audit, scanning for both overt and hidden proxy biases. We provide a comprehensive Fairness Score and interactive visualizations to highlight risk areas. Finally, with one click, our auto-mitigation engine mathematically sanitizes the dataset, allowing teams to download clean, balanced data ready for training.
Prototype Overview
The current Lexi-Fair prototype showcases the full end-to-end fairness pipeline. It features a stunning, cinematic frontend built entirely with vanilla web technologies to ensure maximum performance and security without heavy framework bloat. On the backend, a scalable API drives the complex mathematical modeling required to detect and quarantine biased columns, demonstrating our core thesis: ethical AI doesn't have to be complicated.
About The Team
Mohit Pandey
Frontend Developer
JIS College of Engineering
Built the entire user interface of LexiFair AI from scratch and Focused on modern UI/UX principles, smooth animations, and scalable frontend architecture for a production-ready platform.
Mehul Kumar
Backend Developer
JIS College of Engineering
Developed the complete backend infrastructure, including APIs, data processing pipelines, and system logic. Ensured high performance, scalability, and secure handling of data across the platform.
Subhrajit Saha
Full Stack Developer
JIS College of Engineering
Played a critical role in bridging frontend and backend systems, and Acted as a problem-solver across all stages, ensuring smooth execution, system stability, and team coordination.
Monidipa Dey
Creative Designer
JIS College of Engineering
Handled visual identity including logo design, branding elements, and presentation materials. Contributed to the overall look and feel of the product, ensuring a consistent and professional brand.