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1st lesson free!
Tutor profile verified
Response Time 8h
Lessons offered by Soumi
  • Individual
  • In group
The lessons will be held
  • at her home
  • By webcam
Taught subjects
  • Engineering
  • Electronics
Levels
  • Undergraduate

I teach electronics and instrumentation engineering and biomedical instrumentation and having experience over 10 years in college of engineering and management, Kolaghat, West Bengal.

Methodology

ACADEMIC APPOINTMENTS & PROFESSIONAL EXPERIENCE
Current Employer: College of Engineering and Management Kolaghat, West Bengal
University: West Bengal University of Technology, West Bengal
Post: Assistant Professor
Date of Joining: 26-08-2008

RESEARCH ACTIVITY
Induced water Structure at various dilutions of different substances: The aim of this present study is to study the Induced water Structure at various dilutions of different homeopathy substances and to characterize them.

Heart Rate variability at the time of exercise and recovery: The aim of the present study was to ascertain the association between heart rate during and after exercise and HRV parameters. Experiment was conducted on a group of healthy six males & four female subjects. All of them provided some necessary information on their physiological conditions and family background. The ECG recording was performed on each investigated subject during day time, after informing them on the purpose of this study and obtaining consent at the time of exercise and recovery period
Early diagnosis of breast cancer using sonomammogram: This multifaceted research effort is aimed at early detection of breast cancer from sonomammogram. Features were extracted to make the appropriate decision; Sonomammograms were collected from Government hospital and private nursing home for analysis.
Respiration rate measurement This project involved the use of IC and electronic circuit to measure the respiration rate of a human being.
EDUCATION
Pursuing PhD
Under Guidance of Prof. Dr. C. R. Mahata, Emeritus Scientist, BESU, Emeritus Professor, CEMK and Prof. Dr. Saibal Kumar Pradhan, Professor Department, Kolaghat on Study of Induced water Structure at various dilutions of different substances.

Jadavpur University
M. Tech in Biomedical Engineering
Year Conferred: 2006
CGPA: 8.85

Burdwan University
B.E. in Electronics and Instrumentation Engineering
Year Conferred: 2003
Marks: 78%

W.B.B.H.S.E
Higher Secondary
Year Conferred: 1999
Marks: 79.9%

W.B.B.S.E.
Madhyamik Pariksha
Year Conferred: 1997
Marks: 82.75%
ADDITIONAL EDUCATION AND TRAINING
2006 Coursework on telemedicine, CADS and Medical instrumentation in IIT. Kharagpur, W,B.

2013 Two week Short term Course on Analog Electronics, NMEICT

2014 Six week Short term Course on Pedagogy on Analog Electronics
2014 QEEE Workshop Pedagogy for Effective Use of ICT in Engineering Education, NMEICT

ACHIEVEMENTS
Examination GATE
Percentile 94.53
Stream Instrumentation
Year 2004
All India Rank 282
SUBJECTS TAKEN AT UNDER GRADUATE LEVEL
Basic Electronics Engineering, Microprocessor and Microcontroller, Industrial Instrumentation II, Power Plant Instrumentation, Industrial Instrumentation, Digital Electronics, Analog and Digital Electronics, Plant automation, Biomedical instrumentation

PROJECTS AND ASSIGNMENTS DONE
In Biomedical field:
 Heart rate variability at the time of exercise and recovery
 Designing of filter with MATLAB
 Acquisition of sound and filtering by MATLAB

In Instrumentation field:
 Microprocessor based frequency monitoring system
 Electronic temperature monitoring system
 Study of Induced water Structure at various dilutions of different substances.

In Medical Science and technology:
 Filtering and Boundary line detection of tumors from sonomammogram
 Geometric feature extraction from ultrasound images


PAPER PUBLISHED
Paper Name An ingenious instrumentation for studying dielectric behaviour of materials
Journal Name Soumi Ganguly and C. R. Mahata , National Symposium on "Signal Processing, Image Processing & Communication System" (NSSIC 2015), CEMK, 2015

Paper Name Heart rate variability; A risk assessment tool
Journal Name Challenges and Innovation in Biomedical engineering and Assistive Devices, COPAL Publishing Group, 2014
Paper Name Computer Aided Breast Cancer diagnosis systems from Sonomammogram: A review
Journal Name International Journal of Information Systems Management Research and Development, Vol I, Issue I, 2011, PP: 25-38

Paper Name Heart Rate Variability at the time of exercise and recovery
Journal Name ICAMEI, 2012, CEMK, Kolaghat, Excel India Publishers
WORKSHOP AND CONFERENCE ATTENDED
2016 August national workshop on Computational nanotechnology; Modelling and applications with MATLAB (CNMAM 2016)
2016 July Three days workshop on Computational Science and technology

2016 July One week refresher course on Advancements in non-conventional and renewable Energy technologies (ARNET2016)

2015 May Two week ISTE workshop on Introduction to design of Algorithm

2015 June National symposium on Signal processing, image processing and communication system (NSSIC 2015)

2015 June-December Online workshop on Mentoring Educators in educational technology

2014 March national workshop on optoelectronics, Fibre-Optic communication & Sensors-14

2014 Jue July two week ISTE workshop on Pedagogy for effective use of ICT in Engineering education

2014 April National Workshop on Near Field Communication, Elcronics and computational intelligence (NFCECI-2014)

2014 January National workshop on application of MATLAB in engineering and interdisciplinary ares

2013 November Training on Xilinx kits and Software
2013 June Two week short term course on Analog Electronics, NMEICT, MHRD
2013 June National Workshop on VLSI, Communication and Digital Signal Processing, CEMK, Kolaghat
2013 June Short term course on “Bridging the gap between Medical and Engineering”, CEMK, Kolaghat
2013 June One week national workshop on “Robotics and Mechtronics”, CEM, Kolaghat
2013 February Faculty development program under TEQIP-II
2013 February FSD on Hardware software co-design and its application in VLSI & Embedded system
2012 March Symposium on recent trends in health care science & technology, BESU
2012 January National Workshop on CFD Application on Biofluid Dynamics (NWCBFD’12), CEMK, Kolaghat
2012 December International Conference on Conference on Advances in Mechanical Engineering and its Interdisciplinary Areas (ICAMEI-2012), CEMK, Kolaghat
2007 July National workshop on Medical Image processing, IIT, Kharagpur

WORKSHOP ORGANISED
2014 February National Symposium on Challenges and Innovation in Biomedical engineering and Assistive Devices (NSCIBA14), Sponsored by TEQIP II during 23rd and 24th February, 2014.
2014 March National workshop on Optoelectronics, Fiber optical Communication and Sensor
2013 June One week short term course on VLSI, Robotics, CEMK, Kolaghat
2012 December International Conference on Conference on Advances in Mechanical Engineering and its Interdisciplinary Areas (ICAMEI-2012), CEMK, Kolaghat
BOOKS PUBLISHED
Challenges and Innovation in Biomedical engineering and Assistive Devices by Soumya Kanti Manna & Soumi Ganguly, COPAL Publishing Group 978-93-83419-08-1 in 2014.
FACULTY DEVELOPMENT PROGRAMME ATTENDED
• 1st Faculty Devepolement Programme, CEMK, Kolaghat
• 2nd Faculty Devepolement Programme, CEMK, Kolaghat
• Faculty Devepolement Programme on Pedagogy on Analog Electronics
• Faculty Devepolement Programme on analog electronics, NMEICT, MHRD
• Faculty Devepolement Programme on VLSI, Communication and Digital Signal Processing
• Faculty Devepolement Programme on Bridging the gap between Medical and Engineering
• Faculty Devepolement Programme on Robotics and Mechtronics
• Faculty Devepolement Programme on National workshop on Optoelectronics, Fiber optical Communication and Sensor
• Faculty Devepolement Programme on national workshop on Near field communication , Electronics and Computational intelligence
• 2013 February Faculty development program under TEQIP-II
• 2013 February FSD on Hardware software co-design and its application in VLSI & Embedded system
PROJECT AND ASSIGNMENT
In Biomedical field:
 Heart rate variability at the time of exercise and recovery
 Designing of filter with MATLAB
 Acquisition of sound and filtering by MATLAB

In Instrumentation field:
 Microprocessor based frequency monitoring system
 Electronic temperature monitoring system

In Medical Science and technology:
 Filtering and Boundary line detection of tumors from sonomammogram
 Geometric feature extraction from ultrasound images
GRANTS AWARDED
Source West Bengal Government
Title National scholarship
Year 1997-1998
W.B. Rank: 95

Source West Bengal Government
Title National scholarship
Year 1999-2000
W.B. Rank: 132

Background

Current Employer: College of Engineering and Management Kolaghat, West Bengal
University: West Bengal University of Technology, West Bengal
Post: Assistant Professor
Date of Joining: 26-08-2008
RESEARCH ACTIVITY
Induced water Structure at various dilutions of different substances: The aim of this present study is to study the Induced water Structure at various dilutions of different homeopathy substances and to characterize them.

Heart Rate variability at the time of exercise and recovery: The aim of the present study was to ascertain the association between heart rate during and after exercise and HRV parameters. Experiment was conducted on a group of healthy six males & four female subjects. All of them provided some necessary information on their physiological conditions and family background. The ECG recording was performed on each investigated subject during day time, after informing them on the purpose of this study and obtaining consent at the time of exercise and recovery period
Early diagnosis of breast cancer using sonomammogram: This multifaceted research effort is aimed at early detection of breast cancer from sonomammogram. Features were extracted to make the appropriate decision; Sonomammograms were collected from Government hospital and private nursing home for analysis.
Respiration rate measurement This project involved the use of IC and electronic circuit to measure the respiration rate of a human being.
EDUCATION
Pursuing PhD
Under Guidance of Prof. Dr. C. R. Mahata, Emeritus Scientist, BESU, Emeritus Professor, CEMK and Prof. Dr. Saibal Kumar Pradhan, Professor Department, Kolaghat on Study of Induced water Structure at various dilutions of different substances.

Jadavpur University
M. Tech in Biomedical Engineering
Year Conferred: 2006
CGPA: 8.85

Burdwan University
B.E. in Electronics and Instrumentation Engineering
Year Conferred: 2003
Marks: 78%

W.B.B.H.S.E
Higher Secondary
Year Conferred: 1999
Marks: 79.9%

W.B.B.S.E.
Madhyamik Pariksha
Year Conferred: 1997
Marks: 82.75%
ADDITIONAL EDUCATION AND TRAINING
2006 Coursework on telemedicine, CADS and Medical instrumentation in IIT. Kharagpur, W,B.

2013 Two week Short term Course on Analog Electronics, NMEICT

2014 Six week Short term Course on Pedagogy on Analog Electronics
2014 QEEE Workshop Pedagogy for Effective Use of ICT in Engineering Education, NMEICT

ACHIEVEMENTS
Examination GATE
Percentile 94.53
Stream Instrumentation
Year 2004
All India Rank 282
SUBJECTS TAKEN AT UNDER GRADUATE LEVEL
Basic Electronics Engineering, Microprocessor and Microcontroller, Industrial Instrumentation II, Power Plant Instrumentation, Industrial Instrumentation, Digital Electronics, Analog and Digital Electronics, Plant automation, Biomedical instrumentation

PROJECTS AND ASSIGNMENTS DONE
In Biomedical field:
 Heart rate variability at the time of exercise and recovery
 Designing of filter with MATLAB
 Acquisition of sound and filtering by MATLAB

In Instrumentation field:
 Microprocessor based frequency monitoring system
 Electronic temperature monitoring system
 Study of Induced water Structure at various dilutions of different substances.

In Medical Science and technology:
 Filtering and Boundary line detection of tumors from sonomammogram
 Geometric feature extraction from ultrasound images


PAPER PUBLISHED
Paper Name An ingenious instrumentation for studying dielectric behaviour of materials
Journal Name Soumi Ganguly and C. R. Mahata , National Symposium on "Signal Processing, Image Processing & Communication System" (NSSIC 2015), CEMK, 2015

Paper Name Heart rate variability; A risk assessment tool
Journal Name Challenges and Innovation in Biomedical engineering and Assistive Devices, COPAL Publishing Group, 2014
Paper Name Computer Aided Breast Cancer diagnosis systems from Sonomammogram: A review
Journal Name International Journal of Information Systems Management Research and Development, Vol I, Issue I, 2011, PP: 25-38

Paper Name Heart Rate Variability at the time of exercise and recovery
Journal Name ICAMEI, 2012, CEMK, Kolaghat, Excel India Publishers
WORKSHOP AND CONFERENCE ATTENDED
2016 August national workshop on Computational nanotechnology; Modelling and applications with MATLAB (CNMAM 2016)
2016 July Three days workshop on Computational Science and technology

2016 July One week refresher course on Advancements in non-conventional and renewable Energy technologies (ARNET2016)

2015 May Two week ISTE workshop on Introduction to design of Algorithm

2015 June National symposium on Signal processing, image processing and communication system (NSSIC 2015)

2015 June-December Online workshop on Mentoring Educators in educational technology

2014 March national workshop on optoelectronics, Fibre-Optic communication & Sensors-14

2014 Jue July two week ISTE workshop on Pedagogy for effective use of ICT in Engineering education

2014 April National Workshop on Near Field Communication, Elcronics and computational intelligence (NFCECI-2014)

2014 January National workshop on application of MATLAB in engineering and interdisciplinary ares

2013 November Training on Xilinx kits and Software
2013 June Two week short term course on Analog Electronics, NMEICT, MHRD
2013 June National Workshop on VLSI, Communication and Digital Signal Processing, CEMK, Kolaghat
2013 June Short term course on “Bridging the gap between Medical and Engineering”, CEMK, Kolaghat
2013 June One week national workshop on “Robotics and Mechtronics”, CEM, Kolaghat
2013 February Faculty development program under TEQIP-II
2013 February FSD on Hardware software co-design and its application in VLSI & Embedded system
2012 March Symposium on recent trends in health care science & technology, BESU
2012 January National Workshop on CFD Application on Biofluid Dynamics (NWCBFD’12), CEMK, Kolaghat
2012 December International Conference on Conference on Advances in Mechanical Engineering and its Interdisciplinary Areas (ICAMEI-2012), CEMK, Kolaghat
2007 July National workshop on Medical Image processing, IIT, Kharagpur

WORKSHOP ORGANISED
2014 February National Symposium on Challenges and Innovation in Biomedical engineering and Assistive Devices (NSCIBA14), Sponsored by TEQIP II during 23rd and 24th February, 2014.
2014 March National workshop on Optoelectronics, Fiber optical Communication and Sensor
2013 June One week short term course on VLSI, Robotics, CEMK, Kolaghat
2012 December International Conference on Conference on Advances in Mechanical Engineering and its Interdisciplinary Areas (ICAMEI-2012), CEMK, Kolaghat
BOOKS PUBLISHED
Challenges and Innovation in Biomedical engineering and Assistive Devices by Soumya Kanti Manna & Soumi Ganguly, COPAL Publishing Group 978-93-83419-08-1 in 2014.
FACULTY DEVELOPMENT PROGRAMME ATTENDED
• 1st Faculty Devepolement Programme, CEMK, Kolaghat
• 2nd Faculty Devepolement Programme, CEMK, Kolaghat
• Faculty Devepolement Programme on Pedagogy on Analog Electronics
• Faculty Devepolement Programme on analog electronics, NMEICT, MHRD
• Faculty Devepolement Programme on VLSI, Communication and Digital Signal Processing
• Faculty Devepolement Programme on Bridging the gap between Medical and Engineering
• Faculty Devepolement Programme on Robotics and Mechtronics
• Faculty Devepolement Programme on National workshop on Optoelectronics, Fiber optical Communication and Sensor
• Faculty Devepolement Programme on national workshop on Near field communication , Electronics and Computational intelligence
• 2013 February Faculty development program under TEQIP-II
• 2013 February FSD on Hardware software co-design and its application in VLSI & Embedded system
PROJECT AND ASSIGNMENT
In Biomedical field:
 Heart rate variability at the time of exercise and recovery
 Designing of filter with MATLAB
 Acquisition of sound and filtering by MATLAB

In Instrumentation field:
 Microprocessor based frequency monitoring system
 Electronic temperature monitoring system

In Medical Science and technology:
 Filtering and Boundary line detection of tumors from sonomammogram
 Geometric feature extraction from ultrasound images
GRANTS AWARDED
Source West Bengal Government
Title National scholarship
Year 1997-1998
W.B. Rank: 95

Source West Bengal Government
Title National scholarship
Year 1999-2000
W.B. Rank: 132

Rates

Rate for online lessons : £1/h
Lessons offered by Soumi
Individual
In group
The lessons will be held
at her home
webcam
Taught subjects
  • Engineering
  • Electronics
Levels
  • Undergraduate

Rates

Rate for online lessons : £1/h

Soumi's CV

CURRICULUM VITAE
Soumi Ganguly, Assistant Professor Collège of Engineering and Management Kolaghat, West Bengal, M. E.in Biomedical Engineering
Birth date: June 29, 1981
Birthplace: Bankura, West Bengal, India

Permanent Address:
Flat No:301, Block B,
44/2 Chowdhury Para Lane,
Santragachi,
Howrah,
PIN:711104

Present Address:
FH - I/3/15, KTPP Township,
Mecheda,
Purba Medinipur,
West Bengal,
PIN:721171

Telephone number: (concealed information)
E-Mail address: (concealed information)
ACADEMIC APPOINTMENTS & PROFESSIONAL EXPERIENCE
Previous Employer: College of Engineering and Management Kolaghat, West Bengal
University: West Bengal University of Technology, West Bengal
Post: Lecturer
Date of Joining: 01-02-2006
Date of Laving: 03-07-2006

Current Employer: College of Engineering and Management Kolaghat, West Bengal
University: West Bengal University of Technology, West Bengal
Post: Assistant Professor
Date of Joining: 26-08-2008
RESEARCH ACTIVITY
Induced water Structure at various dilutions of different substances: The aim of this present study is to study the Induced water Structure at various dilutions of different homeopathy substances and to characterize them.

Heart Rate variability at the time of exercise and recovery: The aim of the present study was to ascertain the association between heart rate during and after exercise and HRV parameters. Experiment was conducted on a group of healthy six males & four female subjects. All of them provided some necessary information on their physiological conditions and family background. The ECG recording was performed on each investigated subject during day time, after informing them on the purpose of this study and obtaining consent at the time of exercise and recovery period
Early diagnosis of breast cancer using sonomammogram: This multifaceted research effort is aimed at early detection of breast cancer from sonomammogram. Features were extracted to make the appropriate decision; Sonomammograms were collected from Government hospital and private nursing home for analysis.
Respiration rate measurement This project involved the use of IC and electronic circuit to measure the respiration rate of a human being.
EDUCATION
Pursuing PhD
Under Guidance of Prof. Dr. C. R. Mahata, Emeritus Scientist, BESU, Emeritus Professor, CEMK and Prof. Dr. Saibal Kumar Pradhan, Professor Department, Kolaghat on Study of Induced water Structure at various dilutions of different substances.

Jadavpur University
M. Tech in Biomedical Engineering
Year Conferred: 2006
CGPA: 8.85

Burdwan University
B.E. in Electronics and Instrumentation Engineering
Year Conferred: 2003
Marks: 78%

W.B.B.H.S.E
Higher Secondary
Year Conferred: 1999
Marks: 79.9%

W.B.B.S.E.
Madhyamik Pariksha
Year Conferred: 1997
Marks: 82.75%
ADDITIONAL EDUCATION AND TRAINING
2006 Coursework on telemedicine, CADS and Medical instrumentation in IIT. Kharagpur, W,B.

2013 Two week Short term Course on Analog Electronics, NMEICT

2014 Six week Short term Course on Pedagogy on Analog Electronics
2014 QEEE Workshop Pedagogy for Effective Use of ICT in Engineering Education, NMEICT

ACHIEVEMENTS
Examination GATE
Percentile 94.53
Stream Instrumentation
Year 2004
All India Rank 282
SUBJECTS TAKEN AT UNDER GRADUATE LEVEL
Basic Electronics Engineering, Microprocessor and Microcontroller, Industrial Instrumentation II, Power Plant Instrumentation, Industrial Instrumentation, Digital Electronics, Analog and Digital Electronics, Plant automation, Biomedical instrumentation

PROJECTS AND ASSIGNMENTS DONE
In Biomedical field:
 Heart rate variability at the time of exercise and recovery
 Designing of filter with MATLAB
 Acquisition of sound and filtering by MATLAB

In Instrumentation field:
 Microprocessor based frequency monitoring system
 Electronic temperature monitoring system
 Study of Induced water Structure at various dilutions of different substances.

In Medical Science and technology:
 Filtering and Boundary line detection of tumors from sonomammogram
 Geometric feature extraction from ultrasound images


PAPER PUBLISHED
Paper Name An ingenious instrumentation for studying dielectric behaviour of materials
Journal Name Soumi Ganguly and C. R. Mahata , National Symposium on "Signal Processing, Image Processing & Communication System" (NSSIC 2015), CEMK, 2015

Paper Name Heart rate variability; A risk assessment tool
Journal Name Challenges and Innovation in Biomedical engineering and Assistive Devices, COPAL Publishing Group, 2014
Paper Name Computer Aided Breast Cancer diagnosis systems from Sonomammogram: A review
Journal Name International Journal of Information Systems Management Research and Development, Vol I, Issue I, 2011, PP: 25-38

Paper Name Heart Rate Variability at the time of exercise and recovery
Journal Name ICAMEI, 2012, CEMK, Kolaghat, Excel India Publishers
WORKSHOP AND CONFERENCE ATTENDED
2016 August national workshop on Computational nanotechnology; Modelling and applications with MATLAB (CNMAM 2016)
2016 July Three days workshop on Computational Science and technology

2016 July One week refresher course on Advancements in non-conventional and renewable Energy technologies (ARNET2016)

2015 May Two week ISTE workshop on Introduction to design of Algorithm

2015 June National symposium on Signal processing, image processing and communication system (NSSIC 2015)

2015 June-December Online workshop on Mentoring Educators in educational technology

2014 March national workshop on optoelectronics, Fibre-Optic communication & Sensors-14

2014 Jue July two week ISTE workshop on Pedagogy for effective use of ICT in Engineering education

2014 April National Workshop on Near Field Communication, Elcronics and computational intelligence (NFCECI-2014)

2014 January National workshop on application of MATLAB in engineering and interdisciplinary ares

2013 November Training on Xilinx kits and Software
2013 June Two week short term course on Analog Electronics, NMEICT, MHRD
2013 June National Workshop on VLSI, Communication and Digital Signal Processing, CEMK, Kolaghat
2013 June Short term course on “Bridging the gap between Medical and Engineering”, CEMK, Kolaghat
2013 June One week national workshop on “Robotics and Mechtronics”, CEM, Kolaghat
2013 February Faculty development program under TEQIP-II
2013 February FSD on Hardware software co-design and its application in VLSI & Embedded system
2012 March Symposium on recent trends in health care science & technology, BESU
2012 January National Workshop on CFD Application on Biofluid Dynamics (NWCBFD’12), CEMK, Kolaghat
2012 December International Conference on Conference on Advances in Mechanical Engineering and its Interdisciplinary Areas (ICAMEI-2012), CEMK, Kolaghat
2007 July National workshop on Medical Image processing, IIT, Kharagpur

WORKSHOP ORGANISED
2014 February National Symposium on Challenges and Innovation in Biomedical engineering and Assistive Devices (NSCIBA14), Sponsored by TEQIP II during 23rd and 24th February, 2014.
2014 March National workshop on Optoelectronics, Fiber optical Communication and Sensor
2013 June One week short term course on VLSI, Robotics, CEMK, Kolaghat
2012 December International Conference on Conference on Advances in Mechanical Engineering and its Interdisciplinary Areas (ICAMEI-2012), CEMK, Kolaghat
BOOKS PUBLISHED
Challenges and Innovation in Biomedical engineering and Assistive Devices by Soumya Kanti Manna & Soumi Ganguly, COPAL Publishing Group 978-93-83419-08-1 in 2014.
FACULTY DEVELOPMENT PROGRAMME ATTENDED
• 1st Faculty Devepolement Programme, CEMK, Kolaghat
• 2nd Faculty Devepolement Programme, CEMK, Kolaghat
• Faculty Devepolement Programme on Pedagogy on Analog Electronics
• Faculty Devepolement Programme on analog electronics, NMEICT, MHRD
• Faculty Devepolement Programme on VLSI, Communication and Digital Signal Processing
• Faculty Devepolement Programme on Bridging the gap between Medical and Engineering
• Faculty Devepolement Programme on Robotics and Mechtronics
• Faculty Devepolement Programme on National workshop on Optoelectronics, Fiber optical Communication and Sensor
• Faculty Devepolement Programme on national workshop on Near field communication , Electronics and Computational intelligence
• 2013 February Faculty development program under TEQIP-II
• 2013 February FSD on Hardware software co-design and its application in VLSI & Embedded system
PROJECT AND ASSIGNMENT
In Biomedical field:
 Heart rate variability at the time of exercise and recovery
 Designing of filter with MATLAB
 Acquisition of sound and filtering by MATLAB

In Instrumentation field:
 Microprocessor based frequency monitoring system
 Electronic temperature monitoring system

In Medical Science and technology:
 Filtering and Boundary line detection of tumors from sonomammogram
 Geometric feature extraction from ultrasound images
GRANTS AWARDED
Source West Bengal Government
Title National scholarship
Year 1997-1998
W.B. Rank: 95

Source West Bengal Government
Title National scholarship
Year 1999-2000
W.B. Rank: 132

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