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Dr. Vaishali Vijay Ingale

Associate Professor,

Senior Member IEEE

Most recently taught courses:

UG- Configurable Logic and Processor Design, Embedded System Design, Microcontrollers and Applications, Digital System Design, Biomedical   Electronics

PG- RTL Simulation and Synthesis, VLSI Design and Verification, Crypto Processor, Advanced Computer Architecture, Memory Technologies, Reconfigurable Computing


Research Interest: VLSI and Embedded System Design, Biomedical Signal Processing and Analysis

Developed VLSI Design Lab which is equipped with following software and hardware platforms at COEP:

  • Cadence full suit (Research bundle)
  • Mentor graphics full suite
  • Xilinx Full suit
  • Development boards- Kintex, Artix, Zed and Zynq boards
  • Initiated and executed INTEL FPGA University program under which INTEL has donated FPGA kits worth Rs 90,000/-. Experts from INTEL took few lab sessions for the course on ‘Configurable Logic and Processor Design’


Research Guidance

No of PhD students registered : 03

M. Tech. Thesis Guided (50+) and Ongoing (02)

  • Reconfigurable Cache Memory Model with AMBA ACE interface
  • Arrhythmia Detection and Classification using Ensemble Learning and 1D Convolutional Neural Network
  • Design and implementation of secure Microprocessor
  • Implementation of the concept of connected mobility using vehicle to vehicle communication
  • Hardware Accelerator: implementation of CNN on FPGA for Digit Recognition
  • Development of AXI4 Interconnect UVC using SV (UVM)
  • Secure Data Transfer using ECC based Crypto-Processor


Research grant:

  • Sponsoring agency: Design Innovation Centre

                 Date: October 18

                 Amount: 4.25 lakhs

                 Duration: 5 years

                 Project title: Classification of ECG signals into Atrial Fibrillation, Normal Sinus Rhythm, Abnormal Sinus Rhythm, and Noise using Heart Rate Variability with the help of Android Based 12 Channel Life plot ECG device, sanctioned under Design Innovation Centre, IIT Bombay

  • Sponsoring agency: R&D cell, COEP

                Date: August 2021

               Amount: 3.2 Lakhs

               Duration: 2 years

               Project title: Video graphic automated parking survey system.


Awards/prizes/academicachievements/Honours/recognition received

  • Nominated for COEP STAR award as best teacher in 2015
  • Guide of the 1st prize winning project by Alumni Association, COEP for year 15-16
  • Guide of the 1st prize winning project by Alumni Association, COEP for year 17-18



Associate Professor


Electronics & Telecommunication


Phone Number: 


Date of Joining COEP: 


Prior to joining COEP Teaching/Research Experience: 


Teaching Experience: 


Research Experience: 



PhD (ongoing)
M.Tech(E & TC), Dr. B.A. Technological University, Lonere
B.E.( Electronics), Walchand Institute of Technology, Solapur, Shivaji University

Teaching Responsibility: 

M.Tech- Digital System Design & HDL, VLSI Design Verification & Testing, Advanced Computer Architecture,
B.Tech- Digital System Design, Advanced Microprocessor and Interfacing,  Microcontrollers & Applications, Embedded System Design, Biomedical Electronics

Additional Responsibility: 

Lectures Delivered:

  •  Mentor Mentee program: lectures delivered for second year students at MTU, Imphal, Manipur (2019)
  •  External examiner for MTech exams at SGGS, Nanded (2019)
  •  Lecture on Crypto Processor, at COEP in a workshop of ‘Tensilica Processor’ organized along with   Cadence on June8,  201
  • Lecture on “Digital logic design and applications”, at Gharda Institute of Technology, KhedDist Ratnagir
  • on August 4, 2008
  • Lecture on “Aspects of Microcontrollers and applications” at Institute of Petrochemical Engineering,Dr. BATU, Lonere on April 11, 2008
  •  Session chair: VLSI and ES, Conference on Advancement in Signal Processing (June 2016)
  •  Session co-chair: The 8th National Power Electronics Conference, December 2017

Courses/Events organized:

  • Coordinator from COEP for WiDS Conference: The Women in Data Science (WiDS) Conference, a Stanford University initiative was held on 29th Feb 2020
  • Coordinator for program ‘Productivity Enhancement’ under TEQIP-III from 7-9 January 2020
  • Organized three days’ workshop on “Processor design using Cadence Tensilica processor platform” during 6-8 June 2018 in collaboration with Cadence Design System
  • Co-coordinator for AICTE sponsored short term training program on “Internet of Things”  during February 15-19, 2017
  • Coordinator for one week faculty development program on “VLSI CAD using Cadence tool” duringMay 17-21, 2016 under TEQIP
  • Coordinator for one week faculty development program on “ Analog VLSI design   using Cadence tool” during December 10-14, 2014
  • Worked as Secretary for National conference on “Machine vision and Image Processing” during 7-9 Dec, 2011
  • Co-coordinator for two-week ISTE workshop on “Introduction to Research Methodologies” conducted by IITB under MHRD during 25June-4 July 2012
  • Coordinator for workshop on “Recent Trends in VLSI Design” during March 20-21, 2009 under TEQIP
  •  Coordinator for workshop on “Linear Algebra” during March 7-8, 2009 under TEQIP
  • Coordinator for workshop on “Creativity and innovation Techniques and Patenting in India and Abroad” during April 20-21, 2006, under TEQIP
  • NSS coordinator at DBATU from 2001-2004
  • Comparing done at  Convocation and DR Babasaheb Ambedkar Vyakhyanmala at DBATU

Additional Responsibilities:

Institute level

  • Chairman (Institute level) for Direct Second Year Admissions since 2020
  • Faculty Mentor of Society of Women Engineers since 2016, COEP being official International Affiliate group of SWE

Activities in last two years:

Expert talk by Dr Rohini Godbole (Padma Shree awardees) on ‘Pursuit of Science: Shifting goals’

Workshop on

  • Introduction to Python 101
  • Solidworks workshop in association with Graphix Technologies

Webinars on

  • Learning with Machines
  • Social media marketing
  • Delve into the coding world with C++
  • Study Abroad after Engineering
  • Art of Ethical Hacking
  • How AI solves complex problems
  • Profile Building

Department level

  • UG coordinator

1)Secretary for DUPC

2) Preparation of DUPC meeting /Minutes etc.

3) Compilation of UG data received from advisors and to maintain records as per NBA format.

a) Result analysis b) Activities c) Placements d) Publications

4) Getting feedback from external examiners regarding students’ performance.

5) Compilation of syllabus.

6) Analysis of PO& PEOs every year with available data

  • Member of Program assessment and Quality Improvement Committee (PAQIC)responsible for overall teacher and learner centric quality. This also works as a interface between Board of Studies BoS and Industry Advisory Board - IAB of the department
  • Visited Tel Aviv University, Israel with following objectives (July 6-12, 2015)
  • To get exposed to the research labs and facilities
  • To explore possibilities of broadening collaborations between COEP and Tel Aviv University, in Cyber Security
  • Plan for future Faculty student exchange
  • Better exposure in the area ofCyber Security
  • Faculty coordinator from COEP for Intel-DST Innovate for Digital India Challenge in 2015 (top 20 start-up teams were in Pune for three months)


International journal-3

International conference-3
National conference-5

Memberships and Affiliations: 



List of publication


  • Omkar Pataskar, Kshitij H. Gurjar , Dr. Mrs. Vaishali Ingale and Ms. Ashlesha Gokhale,” AMBA AXI4 Interconnect Universal Verification Component”, Turkish Online Journal of Qualitative Inquiry (TOJQI) Volume 12, Issue 9, August 2021
  • Shah A., Ingale V. “A Novel Method for Detection of Atrial Fibrillation Based on Heart Rate Variability.” Computing, Communication and Signal Processing, Advances in Intelligent Systems and Computing, In: Iyer B., Nalbalwar S., Pathak N. (eds) pp-699-707 vol 810. Springer, Singapore(2019)
  • Maurya S., Ingale V. FPGA Implementation of a Fast Scalar Point Multiplier for an Elliptic Curve Crypto-Processor. In: Kolhe M., Trivedi M., Tiwari S., Singh V. (eds) Advances in Data and Information Sciences. Lecture Notes in Networks and Systems, pp 151-160 vol 38. Springer, Singapore(2017)
  • Vaishali Ingale, Sanjay Nalbalwar, “ECG classification using Dynamic High Pass filtering and Statistical Framework”, Signal Processing: An International Journal (SPIJ),Volume (10) : Issue (2) : 2016
  • Vaishali Ingale, Dr Sanjay Nalbalwar, Narottam Das, “Heart Rate Variability Analysis of Normal Sinus Rhythm, Atrial Fibrillation and Supraventricular Arrhythmia Using ApEn, HRV Index and LFHF Ratio” International Journal of Scientific & Engineering Research, Volume 5, Issue 6, June-2014 ISSN 2229-5518
  • Vaishali V. Ingale, Sanjay Nalbalwar& Akash G. Khadse, “A Linear Filter Bank Approach to Distinguish Between Normal Sinus Rhythm and Atrial Fibrillation” International Journal of Electronics and Communication Engineering (IJECE) ISSN(P): 2278-9901; ISSN(E): 2278-991X , Vol. 3, Issue 4, July 2014, 187-192
  • Shital Khadke, Vaishali Ingale, “ECG signal processing” International journal of computing technology organized by foundation of computing technology, Thirunelvelli.ISSN:0976-5956 Volume: II , September 2011, 188 -192


  • Nikhil Barhe, Vaishali Ingale, “Heart Murmur Detection from Phonocardiogram Recordings using Deep Learning Techniques”, International Conference on Futuristic Technologies (INCOFT) Karnataka, India. Nov 25-27, 2022
  • Apurva Deshmukh, Vanita Agarwal, Vaishali Ingale, “Study of Energy and Power Consumption of Rough Set Theory unit on FPGA”, 2022 International Conference on Industry 4.0 Technology (I4Tech) Vishwakarma Institute of Technology, Pune, India. Sep 23-24, 2022
  • Viraj Nitin Vaidya, Vaishali Ingale, Ashlesha Gokhale, “Development of verification IP of physical layer of PCIe” 2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT), Bangalore, India. Oct 7-9, 2022
  • Suraj Jagtap, Vaishali Ingale, Ashlesha Gokhale, “PCIe Transaction and Data link Layers Verification IP Development using UVM”, 2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT), Bangalore, India. Oct 7-9, 2022
  • Anshika Varshney, Rutuja Kolhe, Shreya Gatne, V V Ingale, “Arrhythmia Classification of ECG Signals Using Undecimated Discrete Wavelet Transform”, 2022 IEEE 7th International conference for Convergence in Technology (I2CT) Pune, India. Apr 07-09, 2022
  • Paresh Dukare Vaishali Ingale, Ashlesha Gokhale, “Development of AMBA ACE Protocol”, 7th International conference on Computing in Engineering and Technology, 12-13 February 2022
  • Fatema Dalal, Vaishali V Ingale, “Arrhythmia identification and classification using Ensemble Learning and Convolutional Neural Network”, 2nd Global Conference for Advancement in Technology (GCAT) Bangalore, India. Oct 1-3, 2021
  • Aniruddha Datta, Bhakti Kolwadkar ,Ankita Rauta, Siddhi Handal , V.V. Ingale, “ ECG heartbeat classification using Wavelet transform and different Neural network Architectures”, ,2021 6th International Conference for Convergence in Technology (I2CT), Pune, India. Apr 02-04, 2021
  • Aniruddha Datta, Bhakti Kolwadkar, V. V.Ingale, “Artificial Cardiac Pacemaker Control design using Deep Reinforcement learning , A Continuous Control Approach”, Proceedings of the Fifth International Conference on Trends in Electronics and Informatics (ICOEI). 2021 IEEE Xplore Part Number:CFP21J32-ART; ISBN:978-1-6654-1571-2
  • Onkar Choudhari, Marisha Chopade, Sourabh Chopde, Swarali Dabhadkar, V Ingle, “Hardware Accelerator: Implementation Of CNN on FPGA for Digit Recognition”, 24th  International Symposium on VLSI Design and Test, July 23 – 25, 2020
  • Renuka Chinchwadkar, Vaishali Ingale, Ashlesha Gokhale “Hardware implementation of Histogram based Algorithm for Image Enhancement" 5th International conference on Computing in Engineering & Technology, Jan 9-11, 2020
  • Yogesh Desale, Vaishali Ingale, “Design of Power Efficient Bit Serial Finite Field GF(2^m) Multiplier”,  5th  International Conference for Convergence in Technology 2019  Pune, India from 29 - 31 March,2019
  • Prashant Thane Patil, Vaishali Ingale, “Design of a Low Power PLL in 90nm CMOS Technology”, 5th International Conference for Convergence in Technology 2019  Pune, India from 29 - 31 March,2019
  • S. R. Bajare and V. V. Ingale, "ECG Based Biometric for Human Identification using Convolutional Neural Network," 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kanpur, India, July 2019, pp. 1-7.
  • Padole and V. V. Ingale, "Investigating Effect of Sleep and Meditation on HRV and Classification using ANN," 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kanpur, India, 2019, July pp. 1-6.
  • Abruti Panda, Anand Sabne, Akib Shah, Divyansh Kasture and Vaishali Ingale, “Smart Reading Device For The Visually Impaired”, Icacct-2019
  • Anand Sabne Abruti Panda, Rohan Shevade, Divyansh Kasture, Vaishali Ingale, “Implementation of a Simple 
  • Plug-and-Play Module for Vehicle to Vehicle Communication Over 434 Megahertz Band” ICCCT, 30-31 August2019
  • Onkar Choudhari, Marisha Chopade, Sourabh Chopde, Vaishali Ingle, “Hardware Based Data Compression Using Lempel-Ziv-Welch Algorithm”, Fourth International Conference on Information and Communication Technology for competitive strategies (ICTCS-2019)
  • Anirudh Peri, Akib Shah, Adit Pradhan, DaivantiThakare, Vaishali Ingale, “Dual Field ECC Processor For IoT Applications”, Fourth International Conference on Information and Communication Technology for competitive strategies (ICTCS-2019)
  • Shah A., Ingale V., “A Novel Method for Detection of Atrial Fibrillation Based on Heart Rate Variability”. International Conference on Computing, Communication and Signal Processing. (2018)
  • Maurya S., Ingale V., “FPGA Implementation of a Fast Scalar Point Multiplier for an Elliptic Curve Crypto-Processor”. International conference Data and Information Sciences. (2017)
  • S. B. Rohit and V. Ingale, "Self-error detecting and correcting hybrid DAC on 45nm technology," 2016 International Conference on Communication and Signal Processing (ICCSP), Melmaruvathur, 2016, pp. 2066-2068
  • L. Gupta, V. Ingale and S. Nalbalwar, "R peak detection using cosine modulated filter bank for HRV analysis of Normal Sinus Rhythm and SVT," 2016 International Conference on Advanced Communication Control and Computing Technologies (ICACCCT), Ramanathapuram, 2016, pp. 801-805
  • Pavan D. Paikrao, Miss. Deeplaxmi P. Shinde,Mrs. V.V. Ingale, “Peak Detection Algorithm For ECG wave”, International Conference on Emerging Trends in Networks and Computer Communications (ETNCC-2011)”, 22- 24 April 2011  Udaipur, Rajasthan
  • Atul M.Kulkarni, Ashish B. Vartak and Vaishali V. Ingale, “JOB: A Java optimized processor for Embedded Real-Time systems”, ITA 2009, International seminar on IT in Academics, Feb.20th to 22nd 2009, Pune.
  • Anil B. Nandgaonkar, S.B.Deosarkar, and Vaishali V. Ingale “ Design of square ring MSA for WLAN applications”, International conference on Microwaves and Optoelectronics, ICMO 2007, Dec 17-20, 2007

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