office@xavier.ac.in +91 7249371505 / 9920407274

Electronics and Computer Faculty

madhura.s@xavier.ac.in

Madhura Manodaya Shirodkar

Assistant Professor

Academic Background

 Pursuing Ph.D.

M.Tech. , Electronics and Telecommunication, Dr. Babasaheb Ambedkar Technological University, Lonere, 2009

 B.Tech. , Electronics and Telecommunication, Dr. Babasaheb Ambedkar Technological University, Lonere, 2002

Work Experience

20 Years

Assistan Professor, Dept. of EXTC, XIE, Mahim (2006 onwards)

Lecturer, Dept. of EXTC, Dr. BATU, Lonere (2002-2004)

Assistan Professor, Dept. of EXTC, XIE, Mahim (2006 onwards)

 

Publications
Research
Overview/Area of Interest
Awards/Talks
Research Interest
Courses Taught
Continuing Education Programmes
Training
Interaction with outside world
  • Madhura Manodaya Shirodkar, Sayali Nimbalkar, Ashlesha Ingole, Pragati Mishra, Sandeep Sahu, "Election result prediction using Sentiment Analysis", International Research Journal of Engineering and Technology (IRJET), Volume: 07 Issue: 02, , Feb 2020 .

  • Chetpalli Manish kumar, Patil Gauri, Shah Chandan kumar, Shaikh Wahidur. Prof. Madhura Shirodkar, "Fingerprint based Classroom Attendance System", International Journal of Scientific & Engineering Research, Volume 9, Issue 3, 51-54, March-2018 .

  • Shubham Sawant Madhura Shirodkar, Omkar Bhosale, "BRAILLE WATCH", Journal of Emerging Technologies and Innovative Research(JETIR), Volume 6 Issue 4, 304-308, 2019/4.

  • Madhura Shirodkar, "Word Transcription of MODI Script to Devanagari Using Deep Neural Network", International Journal of Scientific Research in Engineering and Management (IJSREM), Volume: 06 Issue: 04, , April-2022.

  • Madhura Shirodkar, Miheer Bhilare, Jaydeep Dobaria, "Braille Watch", Pramana Research Journal, , , 2019.

  • Madhura Shirodkar, Karan Singh Thakor, "Design of a 16-bit RISC Processor Using VHDL", International Journal of Engineering Research & Technology, Volume 6, Issue., Volume 6, Issue, , 2017.

  • Fabian Barreto, Lalita Moharkar, Madhura Shirodkar, Vidya Sarode, Saniya Gonsalves, Aaron Johns, "Generative artificial intelligence: Opportunities and challenges of large language models", International conference on intelligent computing and networking, , , 2023/2/24.

  • Mrs. Madhura Shirodkar, Mr. Mayuresh Avhad, Mr. Jignesh Chavan, Mr. Ujjwal Gupta, "DIGI-DINE – TRANSFORMING CANTEEN OPERATION", Industrial Engineering Journal, 54/2, 1-10, 2025.

  • Prof. Madhura Shirodkar, Abhijeet Phalke Nishanth Patil, Sakshi Mishra, "Melody Generation using Deep learning", Bulletin For Technology And History Journal, 24/04, 519-522, 2024.

  • Madhura Shirodkar, Shubham Nahar, Sohan Ranadive, Shaktivel Thevar, Shubham Tippe, "Image based Voice Assistance for Visually Impaired", International Research Journal of Engineering and Technology (IRJET), 8/5, 649-652, 2021.

  • Madhura Shirodkar, Nayanika Das, Divya Jangam, Ishika Shah, Ritesh Guleria, "Music Therapy Analysis", Science, Technology and Development, 12/4, 435-437, 2023.

  • Madhura Shirodkar, Vinay Parab, Chetan Chavan, Jayesh Shende, Vedangi Sawant, "Review on Machine Learning-Based Mock Interview Models", 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), , 1-5, 2024/6/24.

  • Minor Research Grant of Rs. 35000/- procured from University of Mumbai for research project on 'A Smart Assistive Device for Visually Impaired', for duration of 1 Year in the academic year 2019-20.

Talks

https://www.youtube.com/channel/UC2OuBbCcKHY2mslUjhieK4Q

UG Level

 Digital System Design, Principles of Communication Engineering, Television and Video Engineering, Image Processing and Machine Vision, Open Source Technology Lab, Integrated Circuits, Control Systems, Electrical Networks, Random Signal Analysis, Computer Communication Network, System Software Lab, Analog and Digital Integrated Circuits

Workshop / Seminar / STTP Attended

  • One Week Collaborative Capacity Building Programme on Generative Adversarial Neural Network and Adversarial Auto Encoders for Effective IP organized by Thakur College of Engineering & Technology and Thadomal Shahani Engineering College from 24th Jun - 29th Jun, 2024 Online.
  • JHEASA workshop on "Empower yourself with Ignatian Spirituality organized by XIE on 08th Jul, 2023 Bandra Retreat House.
  • capacity building workshop on "Next Generation Solutions: Harnessing the Power of Blockchain and AI" organized by SFIT, XIE, SJCEM sponsored by IEEE Bombay section from 19th Jun - 01st Jul, 2023 .
  • Two Week Capacity Building Workshop on "Next Generation Solutions: Harnessing the Power of Blockchain and AI", organized by St. Francis Institute of Technilogy from 30th Nov - 07th Jan, 2023 Borivali.
  • Online Elementary FDP on "FPGA Based Deep Learning Applications in Signal Processing" organized by KLE Technological University, AICTE Training and Learning (ATAL) Academy from 07th May - 07th Sep, 2021 Online.
  • Online/SF-STTP/FDP Programme on “Sensor Technology” organized by IETE, Xavier Institute of Engineering, Mahim from 05th Jul - 10th Jul, 2021 .
  • Online/SF-STTP/FDP Programme on “Sensor Technology” organized by IETE, Xavier Institute of Engineering, Mahim from 05th Jul - 10th Jul, 2021 .
  • Online Elementary FDP on "FPGA Based Deep Learning Applications in Signal Processing" organized by KLE Technological University, AICTE Training and Learning (ATAL) Academy from 05th Jul - 09th Jul, 2021 .
  • ISTE Approved FDP on “Machine Learning and Its Applications” organized by Xavier Institute of Engineering, Department of Electronics and Telecommunication, Mahim Causeway, Mahim, Mumbai 400016 from 21st Jun - 26th Jun, 2021 .
  • Online FDP on "Artificial Intelligence" organized by CANARA ENGINEERING COLLEGE, AICTE Training And Learning (ATAL) Academy from 14th Dec - 18th Dec, 2020 .
  • Online FDP on "Computer Science & Biology" organized by Kalinga Institute of Industrial Technology, AICTE Training And Learning (ATAL) Academy from 01st Oct - 05th Oct, 2020 Online.
  • Evolution from Offline to Online Teaching organized by Satish Pradhan Dnyansadhana College, Thane from 30th May - 03rd Jun, 2020 Online.
  • Data Science organized by Department of Information Technology, Fr. Conceicao Rodrigues College of Engineering from 26th May - 30th May, 2020 Online.
  • Signal, Image and Video Processing: A Practical Approach organized by Government College of Engineering, Karad from 26th May - 30th May, 2020 Online.
  • “Prayog – Experiments on click” - Using Virtual Labs organized by Department of Instrumentation Engineering, Vidyavardhini’s Collage of Engineering and Technology, Vasai from 18th May - 27th May, 2020 Online.
  • TEQIP Sponsored FDP onMachine Learning and Deep Learning Applications in Engineering & Science organized by Civil Engineering Department, Government College of Engineering, Karad. from 16th May - 20th May, 2020 Online.
  • Moodle Learning Management System organized by Sinhagad Institute of Technology, Lonavla,Pune in association with Spoken Tutorial Project, IIT, Bombay from 01st May - 06th May, 2020 Online.
  • Artificial Intelligence using Deep Learning organized by Department of Electronics and Telecommunication, Don Bosco Institute of Technology, Mumbai from 20th Dec - 24th Dec, 2019 .
  • One-day Workshop on eSim, a First Course in the IoT Series for Teachers organized by Teaching Learning Center ICT at IIT Bombay on 21st Sep, 2019 .
  • 5-day Faculty Development Program (FDP) on BIG DATA HADOOP organized by Dept. of Electronics and Telecommunication, XIE in collaboration with EduxLabs ( associated with NSS IIT-Roorkee) from 01st Jul - 05th Jul, 2019 .
  • Python Workshop organized by Teaching Learning Center ICT at IIT Bombay on 22nd Jun, 2019 .

Workshop / Seminar / STTP Conducted

  • Effective AI Tools for Enhancing Teaching, Learning, and Research on 01st Jul - 06th Jul, 2024 organized by Xavier Institute of Engineering.
  • A 5-Day Student Development Program on "Signal Processing and its Applications" on 01st Jul - 05th Jul, 2020 organized by Department of Electronics and Telecommunication Engineering.
  • A 6-Day Faculty Development Program on "Introduction to LaTeX" on 15th Jun - 20th Jun, 2020 organized by Department of Electronics and Telecommunication Engineering.
  • Deep Learning, Computer Vision and Signal Analysis on 08th Jan - 12th Jan, 2018 organized by Department of Electronics and Telecommunication Engineering.
  • International Workshop on VLSI, Basic Concepts, Research Areas and Hands-on Practice on 14th Dec - 18th Dec, 2015 organized by Department of Electronics and Telecommunication Engineering.

Training Course

Assistan Professor, Dept. of EXTC, XIE, Mahim (2006 onwards)

JHEASA workshop on "Empower yourself with Ignatian Spirituality

capacity building workshop on "Next Generation Solutions: Harnessing the Power of Blockchain and AI"

One Week Collaborative Capacity Building Programme on Generative Adversarial Neural Network and Adversarial Auto Encoders for Effective IP

ISTE approved Phase III AI/ML FDP

Next Generation Cloud Computing

 Signal Processing, Image Processing, Machine Learning, Digital System Design

Image Processing, Machine Learning 

Assistan Professor, Dept. of EXTC, XIE, Mahim (2006 onwards)

JHEASA workshop on "Empower yourself with Ignatian Spirituality

capacity building workshop on "Next Generation Solutions: Harnessing the Power of Blockchain and AI"

One Week Collaborative Capacity Building Programme on Generative Adversarial Neural Network and Adversarial Auto Encoders for Effective IP

ISTE approved Phase III AI/ML FDP

Next Generation Cloud Computing

Industrial Visit to Doordarshan, Sahyadri