This displays the research that I have undertaken and participated in or am currently working on. Providing the paper along with the conference it is submitted to or published in. Research sparks an interest in me and helps me follow my passion. I may not be able to showcase all the information for the ongoing projects, however, for more information about my work or to discuss a collaboration, please feel free to get in touch through the contact page.
Covey.Town Library
React, Typescript, HTML, CSS, Javascript
February 2023
- Covey.Town provides a virtual meeting space where different groups of people can have simultaneous video calls, allowing participants to drift between different conversations, just like in real life.
- However, covey.town does not have a library and we wanted to be able to add an interactable library area. Our aim was to solve the current problem that there are no spaces for education in covey.town for knowledge acquisition.
- With this we were able to: (i) read books through the web app, (ii) download books to a personal device, (iii) leave book ratings for other users to view, (iv) engage in discussion threads with other users about specific books, (iv) access audiobooks and listen to them in a records area and (v) rate and discuss the audiobooks.
Valiant Analyst - An NLP Mechanism
Python, HTML, PureBasic
January 2023
- We worked on creating a dashboard and a pipeline that uses natural language processing to make question answering analytics easier.
- We created a platform that takes in audio input of the question, then gets its context and provides a preliminary, supportive answer (using question answering analysis), and named entity recognition (NER). Along with this, we get the sentiment analysis for the professor. It can be depicted as shown below.
- It is very interesting because it is highly applicable and actually usable in classrooms to assist with learning and teacher support.
Machine Learning in Finance
Python
April 2023
- We worked on different models and machine learning algorithms to create predictive analyses.
- Some projects that we worked on included:
- Bankruptcy prediction
- Lending club originations and credit score information content
- Twitter sentiment analysis and stock returns
- Pre-paid card marketing
- Crowdfunding campaign success prediction
- Default rate prediction using historic credit card data
Website @Generate
React, HTML, CSS, JavaScript, Fly.io
January 2023
- Managing a team of 10 engineers and designers to develop the website for Generate, the product development club to showcase the work we do and a hub for all the information related to the club
- Leading weekly meetings with the team and the clients, scoping project, creating a project charter, setting deadlines and planning project execution while motivating the team and holding technical workshop
Jurni @Generate
Python, Figma
August 2022
- Managing a team of 12 engineers and designers to develop a natural language processing algorithm, wireframe prototyping, and branding for Jurni, focusing on mental wellness and insight driven journaling
- Leading weekly meetings with the team and the clients, scoping project, creating a project charter, setting deadlines and planning project execution while motivating the team and holding technical workshops
- Jurni fosters mental wellness for employees through an insight driven journaling platform that provides direct access to verified mental health professionals
Wordle Visualization
HTML, CSS, JavaScript, D3
January 2022
- Collaborated with a team of 5 to create a website for the popular game of Wordle
- Explored and creatively visualized the data to analyze player and word trends, frequencies, and performances
- Wrote a research paper outlining the process and findings of creating this visualization and presented the findings at Women's Research and Engagement Network (WREN) research conference
Chess Bot
Python
July 2021
- Developed a chess bot using Monte Carlo Tree Search, heuristic playouts and state evaluation functions based on depth and runtime
- Utilized game plays against other bots on lichess.org to collect data on the bot’s performance
Animator
Java
June 2020
- Developed a user interface to add, remove and edit shapes, key frames, and scrub them
- Built the project using Java Swing and MVC model
N Bullets
Java
April 2020
- "Nbullets" is a simple Java game that involves shooting bullets to destroy enemy ships. The game world consists of two main entities: bullets and ships.
- Players control a spaceship that can shoot bullets, while enemy ships move across the screen horizontally.
- The objective of the game is to shoot down as many enemy ships as possible while avoiding collision with them.
FIRST Robotics Competition (FRC)
3Ds Max, C++, Java
2018-2019
- I dedicated myself to learning various animation software, coding, construction, and marketing techniques.
- I actively sought opportunities to serve society and create a meaningful impact.
- Throughout my journey, I embraced challenges, learned from them, and honed skills in teamwork, cooperation, and collaboration.
- I explored different aspects of marketing, including seeking sponsorships, gaining exposure, and networking with influential individuals.