Maryam Sikander@MaryamSikander

ResuMate is an AI tool designed to transform the job application process by offering personalized assistance. Using advanced parsing techniques with a LLaMA 3 model, it integrates information from the applicant's LinkedIn profile and resume to generate accurate answers to job-specific questions and customized cover letters. Key Features Personalized Answers: Generates precise answers to job application questions using data from LinkedIn profiles and resumes. Cover Letter Generation: Creates tailored cover letters highlighting relevant skills and experiences. Contextual Understanding: Uses advanced parsing to ensure context-aware responses. Easy Integration: Can be integrated into job application platforms or used standalone. Components Information Extractor: Fetches relevant details from LinkedIn profiles and resumes. Job Post Scraper: Extracts job-related information for cross-referencing. LLaMA 3 Generator: Produces answers and cover letters. LinkedIn and Resume Parser: Extracts key data such as work experience and skills. Question Answering Module: Generates accurate answers to job questions. Cover Letter Generator: Drafts personalized cover letters. User Interface: Simple interface for uploading profiles, resumes, and job posts. Workflow Input: User uploads LinkedIn profile, resume, and job post URL. Data Retrieval: Extracts and parses information from the profile, resume, and job post. Question Answering: Generates answers based on parsed data. Cover Letter Generation: Creates a tailored cover letter. Output: Provides generated answers and cover letter. Benefits Efficiency: Saves time by automating responses and cover letter writing. Personalization: Offers tailored responses and cover letters for a better impression. Consistency: Maintains high quality and consistency in applications. ResuMate streamlines and enhances the job application process, making it easier for job seekers to secure desired positions.

"EduNexus 2.0" is an AI-powered educational platform that integrates IBM Watson Assistant's conversational AI with personalized learning tools to create an adaptive, intelligent learning environment. The platform offers a tailored experience to meet individual student needs. Powered by IBM Watson Granite Model , it provides real-time, context-aware support, utilizing natural language processing (NLP) to offer precise assistance for complex academic queries. Key features include a Personalized Learning Assistant that Customizes learning plans, an AI Coding Mentor for expert coding support, and a Smart Document Summarizer that simplifies complex content. The Interactive Study Planner helps students create personalized study schedules, while Real-Time Q&A offers instant academic support. Mental Health Support ensures students maintain well-being, and Multi-Language Support breaks down language barriers. EduNexus 2.0 also generates AI Study Resources, such as personalized materials and practice tests, along with Lecture Summaries that condense lengthy lectures for easier review. By combining IBM Watson’s conversational intelligence with adaptive learning algorithms, EduNexus 2.0 creates an intuitive, responsive ecosystem that enhances academic and technical skill development, supports mental wellness, and optimizes learning outcomes for students.

SmartLegal is an advanced contract analysis platform that revolutionizes how legal documents are processed and understood. Our system employs a sophisticated multi-agent architecture combining OpenAI and DeepSeek technologies to deliver comprehensive contract analysis. Key Features: - Intelligent document parsing with automatic metadata extraction - Clause identification and classification using optimized prompts - Entity recognition for dates, amounts, and parties - Enhanced clause generation for improved clarity - Visual analytics through interactive charts and timelines Technical Innovation: We've successfully implemented a hybrid approach using both OpenAI (for heavy processing) and DeepSeek (for lighter tasks) to optimize performance and cost. Our system features: - Custom prompt engineering for structured outputs - Robust error handling and validation - Clean, maintainable codebase with minimal dependencies - Streamlit-based user interface for easy interaction - Real-time visual analytics and contract summaries Business Value: - Reduces contract review time by automating analysis - Minimizes legal risks through comprehensive clause examination - Provides clear visualizations for better decision-making - Scalable architecture for handling various contract types - Cost-effective through strategic use of different AI models Future Development: - Enhanced multi-language support - Contract template generation - Risk assessment scoring - Integration with popular legal software - Batch processing capabilities