shreyasi2002 / decaptcha

CAPTCHAs are popular ways of preventing bots from attempting to log on to systems by extensively searching the password space. In its traditional form, an image is given which contains a few characters (sometimes with some obfuscation thrown in). The challenge is to identify what those characters are and in what order.

Hey 👋, I'm Shreyasi Mandal

About Me 🚀

🌱 I am Shreyasi Mandal, a final-year student in the Computer Science and Engineering Department at IIT Kanpur. My academic journey has been driven by a strong passion for AI and ML research, where I've consistently sought innovative applications of Artificial Intelligence.

During my time at IBM Research, I actively contributed to integrating textual knowledge for Question Answering using Knowledge Graphs. Additionally, I have also contributed to the development of a Knowledge Graph tailored for legal data, enriching my expertise in NLP. Additionally, I have hands-on experience in web development, utilizing ReactJS to build web applications.

I have worked under Prof. Elodie Lugez, at Toronto Metropolitan University (TMU) in the summers of 2023 as a MITACS intern, where I had created a novel Attention-based AutoEncoder model to improve catheter detection in high-dose-rate prostate brachytherapy, which will help in improving cancer treatment. I have also published a paper at SPIE Medical Imaging :)

Currently, my research focus centers on Large Language Models (LLMs) to enhance natural language inference for clinical trials on breast cancer. I am dedicated to perform impactful research to advance technology for the betterment of society.

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Tools, technologies and languages I use

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