Education
B.Tech ARTIFICIAL INTELLIGENCE AND DATA SCIENCE (2022–2026)
KARPAGAM COLLEGE OF ENGINEERING, COIMBATORE
CGPA: 8.7
Experience
CODE CLAUSE (September 2023 – October 2023)
Led the development and implementation of the model
- Worked with Python using Google Colab with Machine Learning.
- Natural language processing (NLP)
- Machine learning model training
- Text data preprocessing using Python.
Certifications
EMAIL SPAM CLASSIFIER (September 2023 – October 2023)
Code Clause | Google Colab
- Text preprocessing, NLP techniques, machine learning algorithms, model evaluation.
- Developed skills in creating and evaluating machine learning models for email classification using Python.
Leadership and Team Effectiveness (JAN 2023 – APR 2023)
NPTEL | ONLINE | COMPLETED
- To develop the interpersonal process & understand about Teamwork.
- Global leadership skills
Projects
Email Spam Classifier | Python, NLP, Scikit-learn, Google Colab (September 2023 – October 2023)
- Developed a machine learning model to classify emails as spam or not spam using natural language processing techniques.
- Led the development and implementation of the model; utilized Python, Scikit-learn for model training, and Google Colab for coding and collaboration.
- Successfully created a robust spam classifier with high accuracy, improving email filtering efficiency and reducing spam-related issues.
Mask Detection | Python, OpenCV, TensorFlow, Google Colab (September 2023 – October 2023)
- Implemented a computer vision model to detect whether individuals in images are wearing masks.
- Designed and trained a deep learning model using TensorFlow; performed image preprocessing with OpenCV and used Google Colab for model training.
- Achieved accurate real-time mask detection, contributing to public health monitoring and safety measures during the COVID-19 pandemic.
Blindness Detection | Python, TensorFlow, Keras, Google Colab (September 2023 – October 2023)
- Developed a convolutional neural network (CNN) to detect blindness from retinal images.
- Built and validated the CNN model; used Python with TensorFlow and Keras for deep learning, and Google Colab for execution.
- Enhanced diagnostic capabilities by providing a reliable tool for early blindness detection, aiding in timely medical intervention.
GitHub Clone | HTML, CSS, JavaScript, Node.js, MongoDB, Python (March 2024 – April 2024)
- Cloned the functionality of GitHub and improved some of the options like pull, push methods.
- Created the interactive user interface and connected both frontend and backend using Python.
- Simplified the use of commands and gained more knowledge about full-stack development.
Technical Skills
Python | Google Colab | SQL | Oracle | Machine learning | Gradio | Web designing | HTML, CSS, ReactJS | Git | GitHub | Docker | R Programming | Java | Tableau
Achievements
Got Elite in Data Analytics | NPTEL (2024)
Python