Ankit Singh Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

- Building Recommender Systems for IPTVs- Engineered a real-time search system for a next-gen IPTV search engine, achieving a remarkable 69.2% reduction in response time.- Engineered an analytical monitoring tool leveraging the ELK stack to track real-time metrics and priority logs.- Leveraging transformer-based deep learning models for next-gen IPTV recommendation systems, enhancing precision through content-based and collaborative filtering strategies, and incorporating user engagement metrics to deliver highly personalized experiences.

Bengaluru, Karnataka, India

Mtech Thesis: Conditional Denoising Diffusion Probabilistic Models (DDPMs) for solving Medical Imaging tasks.- In this work, we have demonstrated that we can achieve promising results across various important medical imaging tasks like Super Resolution, Denoising, Inpainting, and Style Transfer (CT-MRI and MRI-CT) by making certain modifications (modifying several of the formulations) to the DDPMs.- Furthermore, our Conditional Denoising Diffusion Probabilistic Models demonstrate a keen ability to identify artifacts within ground truth images, often overlooked by Pix2Pix GAN.Other relevant projects:Worked on deep learning techniques to solve the problems on:1. Predicting drug sales using clinical trial enrollment dynamics.2. Exploring Low-cost Catalysts for the Generation of Ethanol to CO2.3. Cross-lingual Reverse Dictionary - Engineered a neural reverse dictionary system to address the tip-of-the-tongue phenomenon.

Bengaluru, Karnataka, India

Course: E0 270 - Machine LearningProfessor: Ambedkar Dukkipatihttps://sml.csa.iisc.ac.in/Courses/Spring23/E0_270/JAN-2023.html

Master Of Technology - Mtech, Computer Science

Bachelor Of Technology - Btech, Computer Science

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