Projects & Innovations

Next Generation AI Calendar: Edith is an intelligent calendar that not only plans your day but also considers your health, stress levels, and personal preferences. Through integration with multiple APIs, it suggests Spotify playlists for stress, plans academic tasks, offers horoscope-based guidance, allows conversational planning, and even suggests activities based on weather.

An advanced fine-tuned AI model designed for intelligent conversations, mathematical reasoning, fact-checking, and knowledge retrieval. NimbusAI integrates LLM fine-tuning, deep learning, and NLP to provide accurate responses, improve user interaction, and enhance automation.

A comprehensive full-stack web application developed for a real client from Black Horse Pike, NJ. The system is divided into client and seller interfaces, managing appointments, schedules, services, inventory management, and customer relationships.

A comprehensive Pokémon Trading Card Game implementation built in Java using Swing for UI. Players battle using Pokémon, Trainer, and Energy cards, making strategic moves to defeat opponents. Features turn-based gameplay, card management, and strategic battle mechanics.

A comprehensive medical terminology dictionary designed to simplify complex medical terms related to dementia. Provides clear definitions, medical explanations, and helps healthcare professionals and families understand dementia-related terminology.

A sophisticated Java-based desktop application with Swing interface for comprehensive bank account management. Features include transaction processing, loan management, account analytics, and secure data handling with encryption.

A modern, responsive portfolio website showcasing projects, skills, and achievements. Features dark/light mode toggle, interactive animations, contact forms, and comprehensive project documentation.

A comprehensive desktop application for football enthusiasts to access detailed player statistics, recent performances, biographical details, and team information with an intuitive user-friendly interface.

An advanced Java-based graphing calculator that allows users to input complex mathematical equations and visualize their graphs in real-time with an intuitive interface. Supports multiple function types and mathematical operations.

A comprehensive mental health assistant designed to support individuals through meaningful conversations and facilitate access to professional care. Powered by GPT API, it engages users in empathetic conversations and provides secure appointment scheduling.

NOVA-SLM is a 206M parameter language model specifically designed for scientific document understanding. Unlike general-purpose LLMs, NOVA-SLM introduces three novel architectural components that enable structure-aware processing of research papers. 🌟 Novel Contributions 1. SSAA - Semantic-Structural Adaptive Attention Unlike fixed sparse patterns (Longformer, BigBird), SSAA learns which tokens to attend to based on: Document section types (Abstract, Methods, Results, etc.) Structural importance scoring Cross-section compatibility 2. RSAPE - Research-Structure-Aware Positional Encoding Extends RoPE with document structure awareness: 50% RoPE: Standard rotary embeddings for sequence position 12.5% Section Type: Learnable embeddings for 11 section types 12.5% Hierarchy: Multi-level encoding (section → paragraph → sentence → token) 12.5% Citation Proximity: Distance to nearest citation (6 buckets) 12.5% Boundary Flags: Structural boundary markers 3. RTM - Research Trajectory Modeling Novel prediction heads for research supervision: Stage Classification (6 classes): Problem ID → Literature → Methods → Experiments → Results → Conclusion Risk Assessment (4 levels): Low → High research risk Quality Prediction (5 levels): Needs Improvement → Excellent