Hello and welcome to my little corner of GitHub. I'm Rakshita Mathur, a passionate data scientist with a background in computer science. Currently, I'm a 4th-year Computer Science student at the University of Ottawa. My areas of expertise include machine learning, data visualization, and deep learning.
Check out my portfolio to explore some of my recent projects and see my work in action.
Here are a few of the projects I've completed:
Developed an Information Retrieval system in Python using NLTK and Vector Space Model. Tokenized and removed stop words from 322 documents and created an inverted index with a vocabulary of 450,000 words. Utilized the TF-IDF weighting scheme and cosine similarity to rank the documents on 50 test queries, resulting in a highly effective and efficient information retrieval system.
Implemented DBSCAN algorithm in Java for clustering GPS coordinates into regions of high activity. Evaluated the performance of both algorithms, developed unit tests, and documented the code for reuse. Developed skills in computer vision and object-oriented programming.
Designed and implemented a Decision Tree in Java using Shannon's Logarithmic Entropy to analyze a dataset in a CSV file and generate a decision tree.
... and many more.
I'm constantly working to expand my knowledge and skills in natural language processing and deep learning. I'm enthusiastic about the field of AI and strive to keep up with the latest developments.
I'm always open to collaboration with fellow data scientists and researchers. If you have an exciting project in mind or just want to connect, feel free to reach out to me:
- 📧 Email: rakshita.mathur3600@gmail.com
- 💼 LinkedIn: Rakshita Mathur
Thank you for visiting my GitHub profile, and I look forward to connecting and collaborating with you!