Dr.Sheetal  Mahadik

My research interests are in the domains of machine learning and artificial intelligence. Machine learning models for spoken language interpretation have been the focus of my current research. On machine learning models for spoken language interpretation, I've published four articles (all of which are indexed by Scopus). I've been teaching neural networks and fuzzy logic to BE students for the past five years. I've also taught ME four times on statistical signal processing. We built a chat bot for students to help them with their homework in Covid Pendamic. Recently, I've been guiding B.E. projects that use machine learning in Contactless system includes mask and temperature detection, as well as convolutional network character recognition.

Qualifications:

1.  Ph.d in Electronics and Telecommunication Mumbai Univerty

2. Master of Engineering in Electronics and Telecommunication from VivekanandEngineeringCollege, MumbaiUniversity,Mumbai,India 

3. First Class Bachelor of Technology in Electronics and Telecommunication Engineering from Institute of Technology College, S.N.D.T, Mumbai. 

4. First Class Diploma of Engineering in Digital Electronics  Engineering from ShriBhagubhaiMaftlal Polytechnic,Mumai,India 1999 Distinction

Experience (Total experience 20 years)

1. · Assistant Professor in Electron Engineering  Department at  Shri L.R.Tiwari college of Engineering 

2.   Assistant Professor in Electronics and telecommunication Department at  Usha Mittal Institute of Technology,S.N.D.T ,Santacurz.

3. ·Assistant Professor in Electronics Engineering Department in K.J.Somaiya college of Engineering and Information Technology,Mumbai,India( 5th Pay Assistant Professor University approval concol.No SA/ 847/2010)

4.  Lecture in Electronics and Telecommunication Department in Vivekanand EngineerinCollege,Mumai,India(5th  Lecturer University approval Concol .NoSA/261/2001)

5. Lecturer in Information Technology Department at Xavier College of Engineering 

Responsibilities

·   IPR Convenor ,Member of Quality circle committee, Member of college NBA and NAAC team, Departmental accademic and mini project coordinatior at SLRTCE.

·   Head of  Electronics Engineering Department in K.J.SomaiyaCollege of Engineering and Information Technology,Mumbai,India

·   Computer Society of India K.J.S.I.E.I.T Student Branch Counselor in K.J.SomaiyaCollege of Engineering and Information Technology,Mumbai,India

·   Teaching in Under Graduate course subjects like Neural network and fuzzy logic, Statistical signal processing, Digital signal processing and Image Processing

Ø  Paper published based on phd work

 Journal publication

1. S. Jagdale, M. Shah, “Enhancing learning in Spoken Language Understanding by 21 mitigating internal covariant shift in learning models,” Indian journal of computer science and Engineering, vol. 12, pp. 297-305,2020. 10.21817/indjcse/2021/v12i1/211201239

2. S. Jagdale, M. Shah. "Extending the Classifier Algorithms in Machine Learning to Improve the Performance in Spoken Language Understanding Systems Under Deficient Training Data", Advances in Science, Technology and Engineering Systems Journal, vol. 5, Issue 6, pp. 464-471, 2020.doi:10.25046/aj050655.

3. S. Jagdale, M. Shah, “Investigating the influence of feature normalization on spoken language understanding performance for the classification task,”. communicated (June 2021) to Journal of Applied Nanoscience, Springer.

Conference publication

1. S. Jagdale, M. Shah, “Investigating batch normalization in Spoken Language Understanding”, In Proc. of International Conference on Electronics, Communications and Information Technology, Shenzhen, China, pp.160, 2020. doi:10.1088/1742- 6596/1812/1/012022

2.  S. Jagdale and M. S. Shah “Evaluation of stochastic gradient descent and relevance vector classifier for improvement in spoken language understanding in terms of performance and data sparsity” in Proc. IEEE Technically Co-Sponsored 3rd Biennial International Conference on Nascent Technologies in Engineering (ICNTE-2019), organized by FCRIT, Navi Mumbai, during January 04-05, 2019. 10.1109/ICNTE44896.2019.8946073

Ø  Published at International Journal Level

1.      Sheetal Mahadik,Dr.Kolekar,Dr. Udap Khot Paper “Smart Sensing using Bayesian Network for Computer Aided Diagnostic Systems” Elsevier Journal (Paper Accepted).

2.  AdityaVenkatraman, SheetalMahadik Paper “Optimizing Monocular Cues for Depth Estimation from Outdoor Images” in Int. Journal of Engineering Research and ApplicationsISSN : 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.2137-2142.

3.  AdityaVenkatraman, SheetalMahadik Paper “Optimizing Monocular Cues for Depth Estimation from Indoor Images” in Int. Journal of Engineering Research and ApplicationsInternational Journal of Emerging Technology and Advanced EngineeringVolume 3, Issue 12, December 2013.

4.  AdityaVenkatraman, SheetalMahadik Paper “Improvised Filter Approach for Estimating Depth from Monocular Images” in Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 3, Issue 6, Nov-Dec 2013, pp.2137-2142

Ø  Paper Published at International Level

1.      SheetalJagdale, Dr. M.Kolekar paper “Computer Aided Diagnosis System for Breast Cancer using Bayesian Network” in International Conference on “ Signal, Image and Video Processing at IIT – Patna”January13-15 2012.  

2. SheetalJagdale ,TabassumSikilkarpaper “ Simulation of Improved Jakes Model” published in  “  First International Conference on Next Generation Wireless Systems (ICNEWS’06) ”at Dhaka Shareton Hotel, Dhaka , Bangladesh during  2-4 January, 2006

3.   SheetalJagdale,TabassumSikilkar and DrM.P.SinhaPaper “ Study of Voltage Controlled Oscillator” published  in: “ The Seventeenth Asia Pacific Microwave Conference” APMC’05 at Suzhou, China during 4-7,December 2005

Ø  Paper Published at Nation Level

1.     SheetalJagdale, Dr. M.Kolekar paper “Computer Aided Diagnosis System for Breast Cancer

   using Neural Network” in National Conference on Information Science at Manipal University.

2.      SheetalJagdale , TabassumSikilkar and DrM.P.Sinha paper “ Performance Evaluation of Improved Jakes Mode ”in  National Conference on “ Sun Rising Technologies ”  NCRST – 2005at Parshvanath College of Engineering , Mumbai during 18th to 19th November, 2005

3.      SheetalJagdale , TabassumSikilkar and DrM.P.Sinhapaper “ Performance Evaluation of MC-DS-CDMA system” at Parshvanath College of Engineering , Mumbai during  18th to 19th November, 2005

Paper Presented at Nation Level

1. SheetalJagdale, Dr. Mahesh P. Sinhapaper “Performance Evaluation of DS-CDMA system with &without channel Memory” in  “National conference on Information & communication technology”  during Feb 24-26, 2006.

2. SheetalJagdale, Tabassumsikilkar, & Dr. Mahesh. P. Sinha. Paper “ Study of amplitude Response MC-DS CDMA” at  “ National Seminar on Broadband communications – The road ahead”

2. Short Term Training Program organized

·   Organized One  week ISTE approved Short Term Training Program on  “ Wavelet Transform “ at K.J.Somaiya College of Engineering and Information Technology .

·   Organized Two days Short Term Training Program on  “ Advance Digital Communication  “ at Vivekanandcollege of Engineering ,Mumbai ,India.

·   Organized Two  days  Short Term Training Program on  “ Satellite Communication “ at “Vivekanandcollege of Engineering ,Mumbai ,India

3. Seminars ,Workshop  and Conference Attended

·   Attended  Workshop on “Control System Design “ at VivekanandCollege of Engineering during 13-17 December 2004.

·   Attended Two day Seminar on “Statistical Signal System “ at D.J.Sanghvi College of Engineering during 2-3 februrary 2007. “

·   Attended National Conference on “ Information and Communication Technology “ at D.J Sanghavicollege of Enginnering

·   Attended National Conference on “ Sun Rising Technology “ at PashevnathCollege of Engineering

·   Attended  Seminar on “National Seminar on Broad Band Communication

4.     STTP Attended:

·   Faculty Induction Program(FIP-12)from July 02,2012 to July15,2012, Organized by SFIT, Borivli, Mumbai-400 103.

·   Two-week ISTE Workshop on Signals and Systems, Conducted by IIT Kharagpur, under the National Mission on Education through ICT (MHRD, Govt. of India), 2nd to 12th January, 2014.

·   Two-week ISTE Workshop on Analogue Electronics, Conducted by IIT Kharagpur, under the National Mission on Education through ICT (MHRD, Govt. of India), 4th to 14th June, 2014.