I am Shajana , an optimistic student deeply interested in Mathematics, currently pursuing year V in Integrated Masters of Science, specialized in Mathematics at Central University of Tamil Nadu, Thiruvarur. My academic focus includes Machine Learning, Deep Learning, Natural Language Processing, Hypothesis Testing, Regression Analysis. I am actively seeking an internship on Data Analytics and Data visualization.
Project 1
EXPLOLATORY DATA VISUALIZATION
(Dataset - Crime against Women)
Learnings
Data Handling:
Used Pandas and NumPy for cleaning, handling missing data, and standardizing names.
Exploratory Analysis:
Analyzed trends and correlations with Pandas and NumPy to identify key insights.
Visualization: Utilized Matplotlib, Seaborn, Plotly, and Bokeh to create both static and interactive visualizations for crime trends and regional disparities.
Project 2
CBT Chat Companion
We have designed a free, easy-to-use AI- powered chatbot designed to support individuals in their journey through Cognitive Behavioral Therapy(CBT). It provides a safe and non-judgmental space where you can express your thoughts and emotions. The chatbot will guide you through simple CBT exercises to help you manage stress, anxiety, and negative thinking patterns. It doesn't requires login rather, direct chatting and begin your journey towards emotional well being.
Learnings
Learnt LLMs, Frontend basics(Understanding HTML ,CSS),
Backend, Working of Chatbot and Integrating LLMs into the companion's architecture.
AN INTRODUCTION TO COLD-PILL MODEL
1 Document Preparation
2 Sangemath
3 Python Programming
4 Linear Programming (practical basis)