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Swadhin Pradhan

I currently work at Cisco Meraki as a Research engineer, where we are trying to bring machine-learning driven intelligence across Meraki's networking products. Previously, I graduated in Computer Science from University of Texas at Austin with a PhD.

My research is focused on wireless sensing, machine learning, and internet-of-things(IoT). Recently, I have started working on building Large Generative Model (e.g., LLM) for X type data where X type is not {Text, Image, Audio or Video}.

Email: swadhinjeet88 [at] gmail [dot] com.

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Recent Updates

• MARS got accepted at IPSN 2024. This paper provides a framework to show multi-user tracking via mmWave sensing.
• DALTON just got published in ACM JCSS and was just presented in the sister conference ACM COMPASS at IIIT Delhi, India. This paper provides an in-depth study on indoor air pollution in India.

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Publications

• Exploiting Air Qality Monitors to Perform Indoor Surveillance: Academic Seting
  P. Karmakar, S. Pradhan, and S. Chakraborty.
  ACM MobileHCI ‘24 (Late Breaking Works).
  [PAPER PDF] [PPT] [BIB] [VIDEO]
• Exploring Indoor Air Quality Dynamics in Developing Nations: A Perspective from India
  P. Karmakar, S. Pradhan, and S. Chakraborty.
  ACM Compass ‘24 (archived in ACM JCSS).
  [PAPER PDF] [POSTER] [PPT] [BIB] [VIDEO]
• Continuous Multi-user Activity Tracking via Room-Scale mmWave Sensing
  A. Sen, A. Das, S. Pradhan, and S. Chakraborty.
  ACM/IEEE IPSN ‘24.
  [PAPER PDF] [DEMO] [PPT] [BIB] [CODE]
• Rotation Sensing Using Passive RFID Tags
  S. Pradhan, S.  Li, and L. Qiu.
  ACM MobiHoc ‘21.
  [PDF] [PPT] [BIB]
• RTSense: Passive RFID based Temperature Sensing
  S. Pradhan, and L. Qiu.
  ACM SenSys ‘20.
  [PDF] [PPT] [BIB]
  Press Coverage : Exploring Passive RFID Tag Use For Sensory Technology
• RNN-based Room Scale Hand Motion Tracking
  W. Mao, M. Wang, W. Sun, L. Qiu, S. Pradhan, and Y. Chen.
  ACM MOBICOM ‘19.
  [PDF] [PPT] [BIB]
• Combating Replay Attacks Against Voice Assistants
  S. Pradhan, W. Sun, G. Baig, and L. Qiu.
  ACM UBICOMP ‘19 (also in ACM IMWUT Journal Issue 3, 2019).
  [PDF] [PPT] [BIB]
  Press Coverage : IEEE Pervasive Computing Magazine
• Smartphone-based Acoustic Indoor Space Mapping
  S. Pradhan, G. Baig, W. Mao, L. Qiu, G. Chen, and B. Yang.
  ACM UBICOMP ‘18 (Appeared in ACM IMWUT Journal Issue 2, June, 2018).
  [PDF] [PPT] [BIB]
• RIO: A Pervasive RFID-based Touch Gesture Interface
  S. Pradhan, E. Chai, K. Sundaresan, L. Qiu, A. Khojastepour, and S. Rangarajan.
  ACM MOBICOM ‘17.
  [PDF] [PPT] [BIB] [VIDEO] [PRESENTATION]
• Konark: A RFID based system for enhancing in-store shopping experience
  S. Pradhan, E. Chai, K. Sundaresan, S. Rangarajan, and L. Qiu.
  WPA ‘17, co-located with ACM MobiSys '17.
  [PDF] [PPT] [BIB] [PATENT]
• Understanding and managing notifications
  S. Pradhan, L. Qiu, A. Parate, and Kyu-Han Kim.
  IEEE INFOCOM ‘17.
  [PDF] [PPT] [BIB]
• ActivPass : Your Daily Activity is Your Password
  S. Dandapat, S. Pradhan, B. Mitra, R. Roy Choudhury, and N. Ganguly.
  ACM CHI ‘15.
  [PDF] [PPT] [VIDEO] [BIB]
  Press Coverage : MIT Technological Review, American Banker, Boston Globe, BBC Radio(skip to 26:30), Rajyasabha TV(skip to 9:00), The Guardian, NDTV, The Week, Cheatsheet, Digital Trends, Pandasecurity, Softpedia, Chicago News, El Confidencial, Panaroma, Minfin, The Nationalist, Business Standard, Business Standard,NetIndia,The Hindu, Bharat Press ...
• Aggregating Inter-App Traffic to Optimize Cellular Radio Energy Consumption on Smartphones
  S. Pradhan, S. Dandapat, N. Ganguly, B. Mitra, and P. De.
  COMSNETS ‘15.
  [PDF] [PPT] [BIB]
• (Stable) virtual landmarks: Spatial dropbox to enhance retail experience
  S. Pradhan, S. Dandapat, N. Ganguly, and B. Mitra.
  COMSNETS ‘14.
  [PDF] [PPT] [BIB]
• Sprinkler: Distributed Content Storage for Just-in-Time Streaming
  S. Dandapat, S. Pradhan, R. Roy Choudhury, and N. Ganguly.
  CellNet ‘13, in Conjunction with MobiSys ‘13.
  [PDF] [PPT] [BIB]
• Offloading Cellular Traffic
  S. Dandapat, S. Pradhan, and N. Ganguly.
  IBM I-Care ‘13.
  [PDF]

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Patents

• Battery-free touch-aware user input using RFID tags
  E. Chai, S. Pradhan, K. Sundaresan, A. Khojastepour, and S. Rangarajan.
  US Patent App No.  20180157876.
  [Link]
• Mobile Device Notification Scheduling
  S. Pradhan, A. Parate, K. Kim, and J. Cook.
  US Patent App No.  WO2017131748.
  [Link]

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Education

• PhD in Computer Science
  The University of Texas at Austin, USA, 2014 - 2020.
  Thesis : Battery-free Wireless Sensing and Beyond.
  [PDF] [PPT] [LIB]


• MS in Computer Science & Engineering
  Indian Institute of Technology Kharagpur, India, 2012 - 2014.
  Thesis : Improving Localization and Energy Efficiency of Smartphone Applications.
  [PDF] [PPT]


• B.E. in Information Technology
  Jadavpur University, India, 2007 - 2011.
  University Gold Medalist.

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Personal

• A list of new age Indian Movie Directors compiled by me.
• My top 10 Movie list.
• My 500px profile.
• My GitHub link.
• A glimpse of Bengali songs I like.
• One sample of my ineptitude to write Bengali poetry.