Prasoon Patidar
I am a Ph.D. Candidate in Societal Computing (S3D) at Carnegie Mellon University, advised by Dr. Yuvraj Agarwal. I also work closely with Dr. Mayank Goel, Dr. Amy Ogan, and Dr. John Zimmerman.
I love to build systems—both hardware and software. My research is driven by a simple question: How can we make physical spaces smarter without making people uncomfortable? I build technology that addresses real human needs while respecting real-world constraints—computational, financial, and ethical.
Currently, I am exploring these ideas through the Edusense classroom sensing project by enabling scalable learning analytics, the Mites project by building privacy-preserving building-scale sensing infrastructure, and the Autonomous project by creating AI-assisted living solutions for people with dementia. Before grad school, I worked on energy efficiency at Bidgely and completed my B.Tech at IIT Delhi.
I am actively looking for job opportunities for Summer 2026.
Research Interests
Timeline
B.Tech from IIT Delhi
Graduated with Bachelor of Technology in Computer Science from Indian Institute of Technology Delhi
Joined Bidgely UtilityAI
Started working on energy efficiency using smart meter disaggregation
Joined Bidgely UtilityAI
Started working on energy efficiency using smart meter disaggregation
Network Flow Optimization Paper
Published network flow optimization research in International Conference on Parallel, Distributed and Grid Computing (PDGC)
View DetailsCollaboration for Multi-Purchase Behavior Modeling
Collaborated with Theja Tulabandhula (UIUC) and Dr. Deeksha Sinha(MIT) on multi-purchase behavior modeling
Paper on Multi-Purchase Behavior Modeling
Published multi-purchase behavior modeling research in Social Science Research Network (SSRN)
View DetailsStarted PhD at CMU
Began PhD program in Societal Computing (S3D) at Carnegie Mellon University
Edusense Project
Began work on classroom sensing project with Dr. Yuvraj Agarwal, Dr. Amy Ogan, Dr. John Zimmerman and Dr. Chris Harrison
Paper on Smart Traffic Lights Optimization
Published traffic optimization research at IEEE 7th World Forum on Internet of Things (WF-IoT)
View DetailsTeaching Assistant for User Focused Sensing Systems
TA for User Focused Sensing Systems course at CMU
Research on Privacy Preserving IoT Computation Offloading
Research on privacy-preserving IoT computation offloading
View DetailsPaper on Student's Perception of Smart Classrooms
Published student's perception of smart classrooms research in ACM designing interactive systems conference (DIS)
View DetailsPaper on Context Detection from Daily Activity Patterns
Published context detection from daily activity patterns at UbiComp 2023
View DetailsPaper on Privacy-Sensitive Sensor Bootstrapping (VAX)
Published VAX (Video Audio to X) privacy-sensitive sensor bootstrapping research at UbiComp 2023
View DetailsBundle MVL Publication
Published multi-purchase behavior modeling research in INFORMS Manufacturing & Service Operations Management (MSOM)
View DetailsReceived CMLH Transactional Fellowship
Assisting Dementia Patients with Multi-step Activities using Privacy-sensitive Ambient Sensors
View DetailsStarted Internship at Microsoft Research
Started internship at Microsoft Research on optimizing deployment of LLMs on edge devices
Paper on Learning Analytics at Scale (Edulyze) for Smart Classrooms
Published learning analytics research in Journal of Learning Analytics (JLA)
View DetailsPaper on Student Behavior Attribution System (ClassID) - IMWUT
Published ClassID-student behavior attribution system at IMWUT 2024
View DetailsReceived Cylab Presidential Fellowship
Enabling Activity Recognition in the wild using Privacy-preserving Sensor Bootstrapping
View DetailsAutonomous Team Finalist for Longitudinal Prize on Dementia
Autonomous Team Finalist for Longitudinal Prize on Dementia
View DetailsArxiv report on ECOLLM - Edge-Cloud Orchestration for Large Language Models
Arxiv report on ECOLLM - Edge-Cloud Orchestration for Large Language Models
View DetailsPaper on Scaling Context-Aware Task Assistants
Published scaling context-aware task assistants research in UIST 2025
View DetailsDemo on Context-Aware Task Assistants at UIST 2025
Demo on Context-Aware Task Assistants at UIST 2025
View DetailsPaper on OrganicHAR (Activity Discovery in the wild)
Paper on OrganicHAR (Activity Discovery in the wild)
View DetailsPresenting BuildingChat at Cylab Partners Conference
Presenting at Cylab Partners Conference
View Details