- Contributed to the development of FABRIC, a SaaS platform which processes the textual information collected from news, social media and internal company documents such as quarterly reports to assist, augment and automate financial analysis of listed Indian IT conglomerates.- Developed a pipeline to extract and process text data from diverse sources, and implemented FAISS for efficient indexing, enabling rapid retrieval of processed textual, and Dense Passage Retrieval (DPR) to optimize user queries, facilitating quick access.- Implemented a text summarization mechanism using the RoBERTa model a sentiment analysis model using FinBERT to assess the sentiment of financial text summaries.- Worked on a Q&A system to convert natural language queries into SPARQL queries, for effective and fast querying of knowledge graphs.

- Contributed to the design and development effort design, and development of a proof of concept for the Alumni Connect Portal project at Thoughtworks.- Contributed to the development of the frontend of the application using React.js, developing several key pages.- Contributed to the backend development of the application, utilizing Spring Boot for efficient and scalable server-side functionality.- Developed an authentication mechanism by integrating the application's access with Okta SSO and LinkedIn SSO, enhancing security, while allowing easy access to verified alumni.- Developed an OTP verification service using SendGrid and integrated it into the Spring Boot backend, providing a secure multi-factor authentication for first-time users.