I'm Sanjana, a passionate developer from North Carolina, USA.
๐ฑ I'm currently learning and working on various exciting projects. ๐ฌ Ask me about my research! Iโm a Ph.D. student in Computer Science, deeply passionate about NLP and AI/ML in both academia and industry.
-
Programming Languages:
- Python
- Java
- C / C++
- R
-
Machine Learning:
- Natural Language Processing / Sentiment Analysis
- Pandas / NumPy
- Scikit Learn
- Keras
- PyTorch
- Simple Transformers
-
Frontend Development:
- HTML / CSS
- Angular JS
-
Database:
- PostgreSQL
- MySQL
- MongoDB
-
Tools & Technologies:
- Git/GitHub
- VS Code, PyCharm, IntelliJ, Eclipse
- Docker
- Heroku
Here are some of the projects I'm proud of:
- Passel Discord Bot: Passel is a discord bot that manages the number of pins in a server. Discord has a pin limit of 50 pins per channel. However, with passel, that limit can be bypassed.
- MeHe: Aspects of social media have become detrimental to mental health, and since many people spend hours a day on Discord, this bot is here to help users improve their mental health as they use Discord. Below is a list of working functionalities as well as install and contributing instructions.
- Decoding Phonecase Reviews using Sentiment Analysis: When buying a product online, reviews offer consumers a justification on whether or not they want to buy the product. Stars are a succinct way of telling the consumer how otherโs think of the product, but not all websites use a star system. Therefore, using a classification model to predict the star rating of a review can offer assistance to consumers that need a quick way of judging the sentiment around a product. For our models, we decided to focus specifically on phone case ratings because of the ease of access to a large number of data.
- Sway & XPLN modifications: Additional modifications to these algorithms can support the overall development of state-of-the-art clustering techniques to address stakeholdersโ prioritization of features. Multi-objective semi-supervised learning models will provide value across domains and should continue to be researched thoroughly to support interdisciplinary domains.
Feel free to reach out to me through the following channels:
- Email: [email protected]
- LinkedIn: Connect with me!
Feel free to explore my projects and get in touch with me. I'm always open to interesting collaborations and discussions. ๐