Hi, I'm Mahalakshmi R
Aspiring AI&ML Engineer | Data Analyst | Web Developer
Aspiring AI&ML Engineer | Data Analyst | Web Developer
I am a final-year B.Tech student in Artificial Intelligence and Data Science with a strong foundation in AI&ML engineering, Data analysis, and Web development.
Developed a Deep learning-based system to classify human actions from video sequences using CNN and LSTM. Trained on benchmark datasets (UCF101, HMDB51) with preprocessing techniques like frame extraction and normalization. Achieved accurate real-time recognition with visualization support.
Built a Text Classification system to detect fake news articles using Natural Language Processing (NLP) techniques. Implemented vectorization methods and Supervised learning algorithms to analyze and classify news content with high accuracy.
Developed a Deep learning model to detect pneumonia from chest X-ray images. Applied Convolutional Neural Networks (CNNs) for Image classification, enabling automated and accurate medical image analysis.
Built an NLP-based system to classify text across multiple languages. Implemented Preprocessing, Vectorization, and Supervised learning techniques to ensure accurate classification on multilingual datasets.
Performed Exploratory data analysis to uncover insights and trends in housing datasets. Developed Predictive models to estimate house prices based on key features, improving decision-making in real estate analytics.