Akshat Choube

PhD:Northeastern University | Grad:USC | Undergrad:IIT PKD

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Hi, welcome to my page :)

I am a fourth year Ph.D. student at the Khoury School of Computer Sciences at Northeastern University advised by Prof. Varun Mishra. My overarching research interest lies in developing Machine Learning and Artificial Intelligence systems that are more “behavior-aware”—capable of understanding users on a deeper level and supporting more personalized experiences. Currently, I focus on designing human-centered, multi-agent AI and ML systems that use passive sensing data from phones and wearables to understand behavior patterns and generate meaningful health & well-being insights. My goal is to personalize these insights so it is accessible and actionable to a wide range of stakeholders—including behavioral researchers, psychologists, and individuals interested in health and wellbeing.

This fall (Sept–Dec 2026), I am a visiting researcher at Università della Svizzera italiana (USI), working with Prof. Silvia Santini in the People-Centered Computing Lab, supported by a ThinkSwiss scholarship. In Summer 2026, I was a Ph.D. AI Research Intern at Optum Labs (UHG), where I built a multi-agent system to automate post-training of LLMs in clinical settings.

Prior to my Ph.D., I worked as a software engineer (ML) at Amazon Search working with natural language processing/machine learning models to understand customers’ intents from search queries on Amazon website.

I graduated with an MS (Hons) in Computer Science from the University of Southern California. While, at USC, I was part of the Social Media Analytics lab and Intelligent Human Perception lab. I worked on several research projects involving multimodal machine learning, affective computing, social media analysis, and dialogue systems.

I hold a bachelor’s degree in Computer Science and Engineering from the Indian Institute of Technology (IIT) Palakkad.

To learn more about me, here is my CV.

Currently, I live in Boston. In my spare time, I like to workout, travel, read and write poems, paint, make cocktails. Lately, I’ve been learning to sailing ⛵

I am looking for applied scientist/data scientist internship opportunities for 2027. If you have an interesting opportunity, please reach out at choube.a@northeastern.edu.

news

Oct 10, 2026 Heading to UbiComp 2026 in Shanghai 🇨🇳 to present two first-authored IMWUT papers, DAIMON and Imputation Matters, and to lead a tutorial on building multi-agent AI systems with sensing data.
Sep 15, 2026 Started a visiting research appointment at Università della Svizzera italiana (USI) in Lugano with Prof. Silvia Santini’s People-Centered Computing Lab (Sept–Dec 2026), supported by a ThinkSwiss scholarship 🇨🇭
Aug 21, 2026 Wrapped up my Ph.D. AI Research Internship at Optum Labs (UHG), where I built auto-research agentic systems that automate LLM post-training for clinical settings.
Aug 28, 2025 I will be attending UbiComp 2025 in Finland and presenting my full paper “GLOSS: Group of LLMs for open-ended sensemaking of passive sensing data for health and wellbeing”
Aug 1, 2024 I will be attending UbiComp 2024 and presenting my workshop paper “Imputation Strategies for Longitudinal Behavioral Studies: Predicting Depression Using GLOBEM Datasets”