Led a cutting-edge deep learning project focused on image classification, leveraging Convolutional Neural Networks (CNNs) to achieve remarkable accuracy. Implemented transfer learning with state-of-the-art architectures, optimizing model performance. Demonstrated strong problem-solving skills and a deep understanding of neural networks, enhancing my expertise in computer vision..
Kidney stone image classification using Deep learning CNN
Pioneered a groundbreaking project employing Convolutional Neural Networks (CNNs) for kidney stone image classification. Developed a robust model for accurate diagnosis, utilizing deep learning techniques to enhance medical imaging analysis. This project showcases my proficiency in applying advanced technologies to address critical healthcare challenges.
Created an web app which could predict diabetes.
Developed a web application using machine learning to predict diabetes from individual medical data. Employed a sophisticated model trained on diverse datasets, reflecting my prowess in data analysis and predictive modeling. The user-friendly interface facilitates seamless interaction, making healthcare insights accessible. This project not only demonstrates my technical proficiency but also underscores my commitment to utilizing technology for meaningful contributions in the healthcare domain, emphasizing the potential for machine learning to enhance diagnostic processes and promote proactive healthcare management. https://github.com/AnweshaPanigrahi/Diabetes_analysis_logistic_regression
Natural Language Processing
Designed an impactful Natural Language Processing (NLP) model with a primary focus on predicting hate comments. This innovative solution harnesses advanced text analysis techniques to discern and classify offensive language effectively. Trained on diverse datasets, the model exhibits robust performance, contributing significantly to the creation of safer and more inclusive online communities. My approach integrates cutting-edge NLP methodologies and machine learning principles, reflecting a commitment to leveraging technology for social good.
The project not only showcases my technical proficiency in developing sophisticated NLP algorithms but also underscores a dedication to addressing societal challenges. By proactively moderating online content, this work aims to mitigate the impact of hate speech, fostering a more positive digital space. This project aligns with my broader mission to utilize technology responsibly, promoting ethical AI applications and contributing to a digital landscape that prioritizes inclusivity and respectful communication..
Robots are the Artificial Humans.
I have worked on line following robots and also worked on topics like Generative Artificial Learning and i have posted my project using hugging face interface https://huggingface.co/Anweshaa/my-bike-rsg.