My Projects
ChatNexus: Large Language Model using PyTorch
• Developed a GPT-based Language Model using PyTorch, leveraging multi-head self-attention mechanisms and
transformer blocks to enhance text generation capabilities, optimizing model performance on both CPU and GPU.
• Implemented a data processing pipeline using Python, and Pickle for efficient handling of large text datasets,
incorporating techniques like token embedding and positional encoding.
VectorDriveAI: PyTorch and PostgreSQL
• Developed a secure data classification system using GPT-based models and PGVectorStore, integrating Google Drive with
options for OpenAI API or Ollama for sensitive data detection and classification.
• Implemented a scalable vector search solution with PostgreSQL pgvector, supporting both OpenAI and Ollama
embeddings, for efficient document retrieval and real-time sensitivity scoring.
Super Health App: Received 1st price for UIC SparkHacks
• Developed Super Health App, a multifunctional health management platform, integrating telemedicine consultations,
prescription management, reminders, and a mindful space, using Python and Tkinter.
• Overcame challenges such as SQL database integration, user input handling, and game integration, while achieving a
working prototype within the SparkHacks-2024 hackathon timeframe, showcasing adaptability and technical proficiency.
Bertram Capital Project
• Engineered a Coffee Expenditure Management Application Prototype for Bertram Capital employees using Python and Tkinter,
facilitating individual tracking of coffee preferences and expenditures with SQLite3 database integration.
• Implemented intuitive GUI features for order processing and financial overview, including automated debt calculation and
equitable bill assignment based on historical payment data.
fetch_test
• Developed an Android application using Retrofit and Gson for efficient API interactions, employing
a singleton pattern for the API client to ensure optimal resource use and consistent data access.
• Implemented a RecyclerView Adapter to display data from a RESTful API in an Android app,
optimizing list performance and memory management through Android's ViewHolder pattern.
Which Way: Game
• Developed 'Which Way?', a graphical Python game based on snakes and ladders for CS 111,
implementing interactive gameplay and object interactions using the Turtle module.
• Designed user interfaces and game mechanics, including ladders, snakes, and victory
conditions using Python, enhancing user engagement through intuitive game flow and state management.