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I am currently pursuing a Master's degree in Computer Science with a specialization in Machine Learning at the Université de Montréal, where I am also affiliated with MILA. I did my undergraduate studies at Indian Institute of Information Technology (IIIT), Surat in Electronics and Communication Engineering. During my undergrad, I interned at SHL Labs where I worked majorly on the problems in talent assessment for proctoring(detecting off-topic and AI/LLM-generated responses). Prior to SHL Labs, I worked under Dr. Anil Kumar (Scientist/Engineer - SG at IIRS, Indian Space Research Organization ), focusing on object segmentation using computer vision and fuzzy algorithms. Feel free to drop me an email; I'm enthusiastic about exploring new areas(deep learning and NLP) and am always open to research collaborations. |
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July 2023 |
We received an acceptance for our paper on Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance at INTERSPEECH 2023! |
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April 2023 |
Check out our blog on ChatGPT Detection: The Battle of the Pens: Insights into Detecting AI-Generated Text |
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Researcher Intern • Worked on LLM-generated text response detection for the Writing assessment proctoring. • Integrated the Personalized Follow-up question generation module into the AI-based virtual interviewing platform. |
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Researcher Intern • Worked on Out-of-Domain intent classification problem for the conversational ChatBot application. • Developed the off-topic response detection module for the Writing assessment and created adversarial testing pipeline to test the robustness of the essay grading model. |
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Research Intern • Trained an object detection model(SSD) for detecting infrastructures in the remote sensing satellite images. • Utilized a fuzzy based clustering algorithm for the pixel-wise soft classification of the detected infrastructures. |
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(website template modified from repo ) |