My Projects
Face Liveness
Developed robust algorithms to distinguish between live faces and spoof attempts, ensuring secure authentication.
Hate Speech Detection
Developed a contextual hate speech detection model leveraging deep learning techniques for social media platforms.
Cryptocurrency Exchange
Developed a decentralized crypto exchange platform with responsive UIs, ensuring secure trading and efficient transaction processing.
Smart Attendance
Designed and implemented a system leveraging CCTV for automated facial recognition and attendance tracking.
Brain Stroke Prediction
Machine learning-based system for early prediction of brain stroke using patient health indicators and clinical data, focused on feature selection and diagnostic accuracy for preventive healthcare.
Sentiment Analysis
Extracted sentiment insights from textual reviews using NLP and transformer-based models, improving decision-making and user experience.
Deepfake Detection
Built models to detect deepfake media using computer vision and Vision Transformers (ViTs), helping identify synthetic or manipulated content.
Crop Disease Classification
Lightweight model for automated crop disease classification from leaf images using TensorFlow-lite, enhancing agricultural productivity.
Document Summarizer
NLP-based system for automatic document summarization using generative AI and deep learning to produce concise summaries.
RAG - QA Assistant
Retrieval-augmented generation (RAG) based question-answering assistant using Gen AI to answer questions over custom knowledge bases.