Nysha Rajput

• Evaluated Named Entity Matching Libraries (NLM): Assess effectiveness of various NLM techniques in identifying duplicate records within the account database.
• Documented evaluation based on the accuracy of results, the effort required for training models, and handling large volumes of data.
• Assess Machine Learning Algorithms (MLA): Implement and test different MLA strategies to detect duplicate account entities.
• Focused on documenting the precision of results, training complexity, and scalability.
• Implemented Natural Language Models: Explore and integrate Natural Language Models to enhance duplicate detection capabilities.
• Evaluated the models’ effectiveness in understanding and processing account data linguistically and semantically.
• Documentation and Reporting: Prepared detailed reports summarizing the evaluations, including comparisons of accuracy, training effort, and data handling capabilities of each technology.
• Conducted thorough data validation and cleanup, ensuring the accuracy and reliability of datasets used for analysis.
• Optimized SQL queries for faster processing times, increasing overall productivity within the team.
• Completed data cleaning and data validation of existing spreadsheets to promote a robust data management platform, resulting in accurate data analysis and entry.

• Project 1: Developed a tennis scoring application that tracks points and identifies rally and match winners
• Using conditional logic.
• Project 2: Built a room reservation system for managing lab availability by date, time, and class size, featuring user-driven bookings and automatic updates.
• Project 3: Coded a program to keep track of stock names and prices within companies. Code incorporated a primary interface, public classes, subclasses, and throwing exceptions. The main class reads through a report file, which prints user-selected results onto a new file. Users can see information on
• Stocks in a separate file. Cs18000 group projects 4-5
• Project 4: with 3 other classmates, coded online customer and seller marketplace that implements classes that handle customer and seller-specific abilities. Also implemented statistics and storage classes to
• Maintain continuous updating of stock information and purchases. Customers can view stores, buy products, and view purchase histories. Sellers can create, edit, and modify their stores. Marketplace took place in the output terminal.
• Project 5: a continuation of project 4, but with the addition of joptionpane messages, GUI and server, and concurrency for the handling of synchronization/multiple threads. Transformed Project 4 into a real, Front-end, intractable marketplace.

The Mona Khan Company is a Bollywood Fusion dance company that teaches Virtual and In Person Classes.

• Started as an Assistant & graduated as a permanent Dance Instructor Taught Bollywood, Hip Hop, Jazz & Fusion dance & fitness routines from 3 to 8-year- olds Developed and delivered engaging dance routines, tailored to various skill levels
• Provided constructive feedback and encouragement, fostering growth and confidence in students
• Organized and facilitated group performances, showcasing teamwork and dedication
• Demonstrated patience, adaptability, and effective communication skills in teaching diverse groups.