AI/Machine Learning
As an AI/ML enthusiast, I bring hands-on experience in machine learning, deep learning, and data mining, utilizing tools like PyTorch, Hugging Face, and Python for developing innovative solutions. I have applied AI techniques to projects such as Deceptify, which integrates generative AI for advanced social engineering simulations, and an intention classifier for personalized user experiences. My expertise extends to fine-tuning pre-trained models, implementing backend systems, and optimizing algorithms for real-world applications, showcasing my ability to deliver impactful AI-driven solutions.
Automated Negotiation Agent Competition Participation (ANAC)
For 2024's ANAC competition, our team developed a dynamic agent strategy focused on real-time learning and adaptive decision-making. By leveraging historical insights and nuanced behavior analysis, we crafted a negotiation framework designed to optimize concession strategies and excel in challenging scenarios.
chest-Xray-autoencoder
Pneumonia Detection using Autoencoder and KNN automates pneumonia diagnosis from chest X-ray images by combining autoencoders for feature extraction and KNN for classification. Achieving up to 76.34% accuracy, this project streamlines diagnostics and highlights AI's potential in healthcare.
Market Ordering Asistance
Market Ordering Assistance integrates an intention classification model, fine-tuned to accurately determine user intentions during the buying process. Built with Flask, this AI-powered platform streamlines market orders from leading companies, providing a seamless and efficient shopping experience.
Car-loan Assistance
A car loan assistance platform designed to streamline the process of securing car loans for users. This system aims to provide personalized recommendations and loan options tailored to the user's specific needs and financial situation. By simplifying the loan application process and offering targeted solutions, the platform ensures a seamless and user-friendly experience, making it easier for individuals to access the right car loan.
Deceptify
Utilizing AI to orchestrate social engineering attacks, leveraging generative AI content such as deepfakes. The primary objective is to enhance organizational awareness and readiness in response to evolving digital threats.
AI-auto-form-filler
The Auto Form Filler Chrome Extension is a tool designed to automate the process of filling dynamic or HTML forms on websites. The project leverages AI and communicates with an LLM (Large Language Model) to ensure accurate data population, even for unknown fields. While the Chrome extension interface is available, the actual form-filling functionality is currently managed by the Flask server, with future plans to integrate this feature into the Chrome extension.