Danny Pereira

Educational Details

• Ph.D. IIT Kharagpur (ongoing) in Computer Science and Engineering, IIT Kharagpur
• M.Tech in Computer Science and Engineering, DBATU, Lonere, 2006
• B.E. in Computer Engineering, DYP College of Engineering, Kolhapur, Shivaji University, 2001

Publication Details

• Pereira, Danny, Sumana Ghosh, and Soumyajit Dey. Multi-Stream Scheduling of Inference Pipelines on Edge Devices - A DRL Approach ACM Transactions on Design Automation of Electronic Systems 29.6 (2024): 1-36.
• Pereira, Danny, Sumana Ghosh, and Soumyajit Dey. DRL-based Multi-Stream Scheduling of Inference Pipelines on Edge Devices 2024 37th International Conference on VLSI Design and 2024 23rd International Conference on Embedded Systems (VLSID). IEEE, 2024.
• Pereira, Danny, et al. Inferencing on Edge Devices: A Time-and Space-aware Co-scheduling Approach ACM Transactions on Design Automation of Electronic Systems 28.3 (2023): 1-33.
• Danny Pereira, L. D. Netak, "A survey of decision tree learning algorithms: ID3,C4.5, C5.0 and NeC4.5",National Conference on Engineering Technologies & Applications, 2005
• Danny Pereira, L. D. Netak, "Neural Network Ensemble", National Conference on Sun rising Technologies, Mumbai, 2005
• Mulla S. S., Danny Pereira, "Fingerprint Identification using space Invariant Transform",National level technical symposium Quantum at RIT, Sakrale, 2006
• Veling S. S., Danny Pereira, "Detection of left vertricle Ischemia and Infraction using high frequency ICE Image of Myocardium", National Conference of on Bio-Medical Engineering at Sardar Patel College of Engineering, Mumbai, 2006

NPTEL Certification

• Deep Learning July 2018 Certificate
• An Introduction to Probability in Computing March 2018 Certificate
• Graph Theory Aug 2017 Certificate
• Developing Soft Skills and Personality July 2017 Certificate
• Design and Analysis of Algorithms July 2017 Certificate
• Theory of Computation July 2016 Certificate

Workshops Attended

• "High Performance Intelligent Real Time Embedded System Design and Internet of Things to accelerate automation systme into autonomous system", organized by Department of Electronics and Communication Engineering, R.M.K. Engineering College during 3-08-2020 to 8-08-2020
• "Remote Sensing and GIS Technology and Applications for University Teachers and Government Officials" conducted in online mode by Indian Institute of Remote Sensing (IIRS), ISRO, Dehradun, during 13-06-2020 to 01-07-2020.
• Network Programming & Security Engineering at C-DAC Hyderabad from 3-06-2014 to 16-06-2014
• Six week online course on Architecting software for cloud by IIT Kanpur, 12-12-2012 to 30-01-2013
• "Scientific Computations on General purpose Graphical Processing Units (GPGPU)" organised by College of Engineering, Pune from 18-06-2012 to 22-06-2012
• Optimization Techniques and its applications to engineering at Govt college of engineering, Karad from 17-12-2012 to 21-12-2012
• Image and Video processing at IIT Kharagpur from 23-11-2009 to 06-12-2009
• Attended one week industry technical training on Information Storage and Management (ISM) at EMC2, Banglore from 18-08-2008 to 22-08-2008

Achievements

• Worked as reviewer for top ranked IEEE/ACM conferences (RTSS,DATE,DAC) and journals (TC, TECS). Certificate
• Worked as Teaching Assistant for NPTEL course GPU Architecture and Programming in 2022 and 2023.
• C-DAC Certified Cyber Security Professional - [ CCCSP] Reg No: CSP/008-04022017-1. Cetificate
• Worked as SPOC and mentor for Smart India Hackathon 2018,2019
• Gate qualified: 2011, 2018.
• Conducted one week workshop on "Java2 Enterprise Edition" at Padre Conceicao College of Engineering, Verna, Goa
• Completed three months internship (Online mode) at Hasura, Banglore from 1st May 2017 to 14th August 2017
• Worked as Student Ambassador (from June to July,2017) for IMAD (Introduction to Modern Application Development).IMAD is an online course conducted by IIT Madras and Hasura in partnership with NPTEL.