Manav Patel

Overview: A Natural Language Processing project that leverages ConceptNet embeddings alongside BERT embeddings from a Shared-Private BERT architecture to detect humor in text, enhancing sentiment analysis models.

Technologies: PyTorch, Spacy, ConceptNet, NLP, BERT, Python

GitHub: HumorDetection Repository

Overview: A deep learning project focused on developing an RDENet oscillation block to enhance image classification on poisoned data.

Technologies: CNNs, ResNet, Image Processing

GitHub: RDENet-Oscillation-Block Repository

Overview: A machine learning project that employs anomaly detection techniques to improve the accuracy of credit scoring models, identifying fraudulent activities and enhancing risk assessment.

Technologies: Anomaly Detection, Random Forest, XGBoost, Data Poisoning Attacks, Scikit-Learn, Python

GitHub: CreditScoringAnomalyDetection Repository

Overview: A machine learning project aimed at predicting the success of movies using various neural network architectures.

Technologies: NLP, LSTM, BERT, Random Forest, TensorFlow, scikit-learn

GitHub: MovieSuccessPredictor Repository

Overview: An engineering capstone project focused on identifying and mitigating bias in machine learning models.

Technologies: Node.js, React, MongoDB, Image Processing

GitHub: BiasAware Repository

Overview: A secure banking application designed to protect user data and transactions through advanced cryptography.

Technologies: Python Cryptography Libraries, PyQt

GitHub: SecureBankingSystem Repository

Overview: A comprehensive system for managing transportation logistics in resort environments, ensuring efficiency and reliability.

Technologies: FastAPI, React, Docker, Kubernetes, AWS

GitHub: ResortTransportationManagement Repository

Overview: An OCR system capable of accurately recognizing and extracting text from images using computer vision techniques.

Technologies: Python, OpenCV, Pytesseract

GitHub: Text-Recognition-OCR Repository

Overview: A project management tool designed to help teams track progress, manage tasks, and collaborate efficiently.

Technologies: Node.js, Express.js, React, Oracle

GitHub: onTrack Repository

Overview: An e-commerce platform designed to provide users with a seamless online shopping experience.

Technologies: Java, MySQL, Docker, Kubernetes, Google Cloud Platform

GitHub: OnlineShoppingStore Repository

Overview: My personal portfolio website showcasing my projects, experience, and skills.

Technologies: HTML, CSS, JavaScript

GitHub: manavpatel.github.io Repository