Ganeshan Malhotra

I am Ganeshan Malhotra, a grad student at University of California, San Diego, specializing in Machine Learning and Data Science. Currently I'm working as a Machine Learning Engineer Intern at Sybill.ai. Previously, I worked as a Machine Learning Engineer at Quantiphi, Inc. My research interests span a wide range of topics in Deep Learning with a focus on Natural Language Processing and Computational Linguistics.

I have worked with Dr. Ozge Alacam and Dr. Chris Biemann at LT Group, University of Hamburg where I worked towards incorporating gaze-embeddings in multi-modal learning systems.

I have also worked with Dr. Tanmoy Chakraborty and Dr. Md. Shad Akhtar at Laboratory for Computational Social Systems (LCS2). Many moons ago, I worked with Dr. Naveen Gupta to design OFDMA-NOMA techniques that could improve 5g communications. Our work was accepted at International Conference on Telecommunications, 2020.

My research objective is to build human-like interactive agents that can comprehensively understand the world around us.

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News
Education

Work Experience
Sybill.ai, Inc.

Machine Learning Engineer Intern


Quantiphi, Inc.

Machine Learning Engineer

Worked in the GCP Applied AI team, delivering projects across Computer Vision and Natural Language Processing.


Language Technology Group, University of Hamburg

Research Collaborator

Worked on Cross-Modal Learning, focussing on enhancing text comprehension by using visual cues.


LCS2, IIIT Delhi

Remote Research Intern

Worked on Conversational Systems


CSIR-CEERI, Pilani

Research Intern

Worked on Driver Drowsiness Detection

Publications
Document Retrieval and Claim Verification to Mitigate COVID-19 Misinformation
Megha Sundriyal, Ganeshan Malhotra, Md. Shad Akhtar, Shubhashis Sengupta, Andrew Fano, Tanmoy Chakraborty

Second Workshop on Combating Online Hostile Posts in Regional Languages during Emergency Situation, 2022

Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations
Ganeshan Malhotra, Abdul Waheed, Aseem Srivastava, Md. Shad Akhtar, Tanmoy Chakraborty

ACM International Conference on Web Search and Data Mining (WSDM), 2022

Gaze-based Multimodal Meaning Recovery for Noisy/Complex Environments
Ozge Alacam, Ganeshan Malhotra, Eugen Ruppert, Chris Biemann

ACM International Conference on Multimodal Interaction(ACM-ICMI 2021)

Outage Analysis of OFDMA Based NOMA Aided Full-Duplex Cooperative D2D System
Rahul Bajpai, Rahul Kulkarni, Ganeshan Malhotra, Naveen Gupta,

International Conference on Telecommunications, 2020


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