Centre of Excellence - MMCOE

Center of Excellence in High Performance Computing


  • About CoE: Centers of Excellence offer access to innovation and expertise in high performance computing. By offering specialized training in computational science, it will address the skill gap for increased adoption of advanced HPC in industry and academia.

  • Domains under CoE:
  1. Artificial Intelligence and Machine Learning  (Coordinator Dr. G. G. Chiddarwar)
  2. Cyber Security (Coordinator Dr. S. M. Chaudhari)

 

  • Objectives:
  1. To organize the training and workshops addressing recent trends in industry 
  2. Train-the-trainer program to update the skill set of faculties
  3. MOU signing with reputed industry and government entities
  4. To promote Joint Certifications
  5. To organize Hackathon & competitions to explore the capabilities of students
  6. To develop joint research projects addressing recent market problems 

 

  • Industry Connect

Sr. No

Name of industry

Details of collaboration

1

Google

Training for students and faculty

2

IBM

3

TCS

4

SoftTech Data Securities

5

Newton Software Pvt. Ltd

Consultancy project

6

Cyber Secured India

Internship and training for students


  • MOUs under COE

Sr. No

Name of industry

Date of MOU

Duration

1

Snapper Future Tech  Pvt. Ltd

28/07/2022

2 Years

2

Thought River Edu group

31/01/2023

1 Year

3

India Forensic Consultancy Services

04/02/2023

2 Years

4

Cyber Secured India

13/07/2023

2 Year


  • Hardware Specification:

NVIDIA Education GPU Center

  1. CoE contain Super Micro Workstation with 2.1 GHZ, 2 processors with 16 cores, 128 GB RAM, 1 TB HDD and 2 GPU slots with 3 GPU cards as:
    1. Tesla K40 (for HPC, Data Science, Machine Learning Programming)
    2. Two Titan X (Gaming and Animation)
  2. New AIML lab with NVIDIA A100  GPU with 40 workers and NVIDIA SDK

  • Activities Conducted under CoE:

Sr. No

Date

Details of activities

AY 2023-24

1

07-07-2023

Docker Container and Parallelization

2

10-7-2023

AI/ML Workshop

3

13-07-2023

MOU with Cyber Secured India

4

28-07-2023

NVIDIA GPU Workshop

5

26-09-2023

Guest session on “Digital Forensics Investigation with

Live Case Studies” by Mr. Nikhil Mahadeshwar,

Founder, Cyber Secured India

AY 2022-23

1

20/09/2022

NVIDIA GTC KEYNOTE SCREENING 

2

5/10/2022

Consultancy from Newton Software private Limited under C.O.D.E

3

25/11/2022

Industrial Visit ,’Newton Software Private Limited’

4

June 22 to April 23

BE students project ongoing under CoE 

5

March 29, 2023

Intel(R) Unnati Ignite Exclusive: Webinar on

Basics of Probability Theory and Application to Generative Modelling

6

March- August 2023

Intel® Unnati Industrial Training – Summer 2023





 

Center of Excellence in Automation & Robotics (COEA&R)

  •  Introduction:

A center of excellence (COE) is a laboratory or shared facility that provides training/ support, provides platform for students and researchers to do their research work. Center of Excellence in Automation and Robotics in Department of Mechanical Engineering is a resource formed to serve for academicians and industry persons in the field of Automation and Robotics. The center's aim is to create technically sophisticated manpower for automation and robotics research, including inter-disciplinary network. In addition to the research activities, COEA&R is also involved in developing technologies that can be commercially availed by the industries.


  • Objectives:
  • The main emphasis of the center is to design and develop intelligent and autonomous robots and automation systems to work on research problems and innovative projects that extend the state of the art in robotics and automation
  • The vision behind is to promote and encourage student activities, research projects and relevant courses related to automation and robotics
  • Embarking Research and development activities in the areas of Mechatronics, Robotics and Automation
  • Network with other agencies, institutions, national labs and industry working in the area of Robotics and automation to create facility which will be accessible to all researchers in the country
  • Setting up inter college cooperative program in which graduate students from other colleges can come and take courses and do their research projects in the facility created
  • Running summer courses of Automation and Robotics for teachers, students and industry professionals
  • Provide platform for faculty and UG Students to perceive their interest in basic and applied research and translate their innovative ideas into prototypes


  • Functional Team:
 Sr. No. Name Designation
 1  HOD  Dr. P. S. Purandare
 2  Coordinator  Dr. P. K. Katare
 3  Member  Mr. S. N. Belsare
 4  Member  Mr. A. V. Chavan
 5  Member  Mr. G. R. Chaudhary
 6  Member  Mr. S. S. Raut
 7  Member  Mr. R. S. Yadav
  • Advisory Body (COEA&R)

Sr. No.

Name

Organization Name

Designation

1.

Mr. Suhas Cholkar

Renishaw Metrology Systems Ltd.Pune  

Director

2.

Mr. Jagadish Purandare

KPC Ltd. Pune  

DGM

3.

Mr. Satish Pathak

Samiep Technology,Pune  

CEO

4.

Mr.Sunil Danekar

Sua Automation,Pune  

Director

5.

Dr. S. S. Ohol

COE, Pune  

Professor


  • 5. Industry Connect:

Sr. No.

Name of Industry

Output

1

Sofcon India Pvt Ltd Pune

Hands on workshop

2

IMTMA, Pune

Industrial Visit for BE Students

3

Renishaw Metrology Systems, Pune

BE Project

Industrial Visit multidisciplinary students



  • MoUs under COE:

Sr. No.

Name of Industry

Date

Remark (Duration)

1

IMTMA, Pune

08/04/2019

24 months

2

Sofcon India Pvt Ltd Pune 

06/10/2017

60 months

 

  • Facilities/ Equipments Available

Sr.No.

Name of Equipment

Quantity

1

Printer HP LJ 1020 Plus

1

2

INTEL CORE i5 Computer System

2

3

20' LED LG Screen

2

4

UPS APC 600VA

1

5

FIRE BOARD V2560

4

6

SPARK V ROBOT

5

7

FIRE BOARD V P89V51RD2

3

8

FIRE BOARD V LPC2148 ADAPTERCARD

5

9

ZIGBEE MODULES 100 M RANGE

10

10

ZIGBEE MODULES ADAPTER

5

11

METAL GEAR SERVO MOTORS

10

12

SERVO MOTOR BASED GRIPPER KIT FOR THE FIRE BIRD V ROBOT

2

13

SHARP GP2Y0A- 21YKOF INFRARED RANGE SENSOR (10 cm to 80)

10

  • Investment:

Sr.No.

Name of Equipment

Quantity

Total Cost

1

Printer HP LJ 1020 Plus

1

7850/-

2

INTEL CORE i5 Computer System

2

50,400/-

3

20' LED LG Screen

2

11,900/-

4

UPS APC 600VA

1

2450/-

5

FIRE BOARD V2560

4

73,107/-

6

SPARK V ROBOT

5

23,606/-

7

FIRE BOARD V P89V51RD2

3

12,924/-

8

FIRE BOARD V LPC2148 ADAPTERCARD

5

17,606/-

9

ZIGBEE MODULES 100 M RANGE

10

16,101/-

10

ZIGBEE MODULES ADAPTER

5

11,606/-

11

METAL GEAR SERVO MOTORS

10

10,611/-

12

SERVO MOTOR BASED GRIPPER KIT FOR THE FIRE BIRD V ROBOT

2

6311/-

13

SHARP GP2Y0A- 21YKOF INFRARED RANGE SENSOR (10 cm to 80)

10

8601/-

                                                                                                                        Grand Total

 

  • Activities Conducted:
  • Free webinars 07 nos. from Industry expertsin association with Indian Machine Tool Manufacturers’ Association (IMTMA), April 2020. 
  • Regional Finals of the e-Yantra Ideas Competition (eYIC 2019-20)
  • Industry 4.0 workshop at Renishaw Ltd. 22 students & 03 faculty members on 27th Dec 2019.
  • Renishaw Machine Probe basic training, 13th December 2019, for Faculty Members & w/s instructors.
  • Visit to Setco India Pvt. Ltd. Pune for collaboration & Consultancy work.
  • Workshop on “ Introduction to Robotics” attended by 4 faculties at VIT Pune
  • e- Yantra Task based training complted by 4 faculties and received Class A award

 

  • B.E. Projects:

Sr. No.

Academic Year

Name of Project

Student connected

Remark

1

2019-20

Design and manufacturing of fire fighting robot



Atharva Kulkarni

Completed

2

2019-20

Design and modeling of wall climbing robot



Saurabh Makar

Completed

3

2019-20

Enhancement in Design and Development of Compact 3D Printer     2-  Delta Type

Jatin Saigal

Completed

4

2018-19

Design, Development and Testing of Six Axis Robotic Arm

Ishwar Shinde

Completed

5

2017-18

Design and Development of Compact 3D Printer 2-  Delta Type

Rohan Gaikwad

Completed

Center of Excellence in Advanced embedded Systems and Signal Processing

  • Vision :

           To serve industry and society through Advanced Embedded Systems & Signal Processing

  • Mission :

            -  Fostering excellence through Strategic Industry Collaborations.

            -  Empowering Future through Cutting-Edge Research ,Innovation and education.

           -  Catering the needs of society and industry through excellence in Advanced Embedded Systems and Signal Processing.

  • Objectives:

          1.To facilitate projects in Advanced Embedded Systems & Signal Processing

          2.To promote projects particularly relevant to the upcoming IoT domain

          3.To train students in various tracks of Advanced Embedded Systems & Signal Processing

          4.To enhance employability of students through effective Industry Institute Interaction

          5.To serve industry & community in realizing the Smart City Dream

          6.To encourage Research Publications, Patents/IP

  • Activities:         
  • Sponsored Projects
  • Product Development
  • Prototype Development
  • Consultancy
  • Skill Development
  • Research and Patents
  • Project Competitions
  • Collaborations:         
  • B&R Automation 
  • Whizkey Pvt. Ltd. LLP
  • Linked Loops
  • Epitage
  • Mathworks
  • TMCS
  • Brose
  • Digitech
  • Texas Instruments
  • Associated Professional Chapters and Clubs:       
  • Robocon
  • RC Club
  • eYantra, IIT, Bombay
  • Hardware Facilities:

           Raspberrypi,ESP8266, STM 32 Boards Boards,TM4C123,Portena H7 Boards,Teensy Dev. Boards, Arduino Boards, 24 lead EEG Machine,3 Lead EMG Machine,4 channel ECG Machine, DIY Robotic Kits (B&R)

  • Software Facilities:

           MATLAB, Proteus,MPLAB,Keil, CCS, Cadence

  • Activities Conducted Under CoE:

           Details of Skill Development Programs:

Sr. No.

Course Name

Class

Trainer

Associated Industry

Students Benefited

1

Process Mining Fundamentals

TE, BE

Mr. V. B. Deokamble

Celonis Germany

18

2

HFSS workshop on Antenna Design

TE, BE

Ms. R.R. Malekar

Ms. H. N. Burande

ISTC Pvt Ltd

20

3

Aptitude: Qualitative and Quantitative 

BE

Dr. N. N. Thune

Ms. R.R. Malekar

Friends Union for Energizing Lives 

150

4

Essential of Mathematics for DS and ML

SE, TE & BE

Dr. N. N. Thune

Dr. A. B. Kanwade

Bharat Soft

13

5

Embedded and VLSI

TE, BE

Ms. M.R. Pangaonkar

Ms. H. N. Burande

Athena Automation

Ongoing

6

Robotics & Automation

SE, TE & BE

Dr. N. N. Thune

B&R Automation

Proposed

7

VLSI Design Using Cadence

SE, TE & BE

Ms. M.R. Pangaonkar

Entuple Technologies

Proposed

8

Biomedical Signal Processing

SE, TE & BE

Prof. Anup Dakre

DeeDee Labs

Proposed

  • CoE Sponsored By:  B&R, WhizKeys,Linked Loop, KPIT, Sunshine Power Tronics
 

Center of Excellence in Automation & Control


  • OBJECTIVES:
  • Skill development in automation technology
  • Uplifting the academic environment
  • Training facility for students, faculty and industry
  • Consultancy services
  • Research facility


  • OUTCOMES
  • Design and development of Control and power panel
  • Training of students, faculty and industry personnel in conventional automation technology and digital technology
  • Development of automated system using Programmable Logic Controller
  • Instrumentation of industrial processes
  • Development of supervisory control and data acquisition system for substation automation


  • BENEFITS TO STAKE HOLDERS
  • Trained manpower for industry
  • Consultancy and research facility
  • Facility for startup
  • Internship for aspirant in automation technology
  • Need based services


  • INVESTMENT PLAN:

Year

Investment

2018-2019

20 Lakhs

2019-2020

10 Lakhs

2020-2021

10 Lakhs

2021-2022

10 Lakhs



  • KNOWLEDGE PARTNERS

Sr. No.

Type of Institute

Name of Institute

Nature of collaboration

1

Academic Institute

College of Engineering, Pune

Nodal Centre MoU for virtual terminal unit

2

Research Organization

Buildtrack Automation

Updating COE with latest automation technology, Joint research publication

3

Industry

Shree Systems

Internship, B.E. Projects, sharing of resources

4

MNC Industry

Autonics

Certificate programs



  • INDUSTRY RESOURCE PERSON

Dr. S. D. Agashe

  • Experience: 25 + Yrs
  • Expertise: Instrumentation and Control
  • Professor, College of Engineering- Pune

Mr. S. Panditrao

  • Experience: 30+ Yrs Industries + Academics
  • Expertise: ANN, Instrumentation
  • CEO & Director, San Techno Mentors

Mr. Swapnil Thorve

  • Experience: 8+ Yrs
  • Expertise: Sensors
  • Branch Manager, Autonics India Pvt. Ltd


  • MULTIDISCIPLINARY NATURE

Projects on conventional and digital automation need to involve people from discipline like Computer, Electrical, Mechanical, Agriculture and Electronics. These projects include hardware and software development, training curriculum etc.



  • VISITS TO INDUSTRIES FOR SETTING CoE
  • Meeting with Mr. Rajendra Joshi ( Proprietor Adroit Autotech) Date: 23/02/2018 Time: 1600 to 1745 Venue: AdroidAutotech Office, Kothrud.
  • Meeting with Prof. S. D. Agashe( Professor at COEP, Pune) Date: 01/03/2018 Time: 1200 to 1315 Venue: COEP, Pune.
  • Meeting with Mr. Shekhar Lokhande, Mr. Mandar Puranik , Mr. Satish Ujjainkar, Mr. Nilesh Pohekar ( SMC Pneumatics India Pvt. Ltd. ) Attendee: Dr. V. N. Gohokar, Prof. S. C. Jadhav Date: 06/03/2018, Time: 1030 to 1200, Venue: SMC Pneumatics off. Kothrud.
  • Meeting with Mr. SanishDubey , Mr. Satish Ujjainkar, Mr. Nilesh Pohekar ( SMC Pneumatics India Pvt. Ltd. ) Attendee: Dr. V. N. Gohokar, Prof. S. C. Jadhav, Dr. Shital Kulkarni, Dr. V. R. Deulgoankar, Mr. M.R. Tarambale, Mr. S. M. Harite Date: 07/03/2018, Time: 1030 to 1200, Venue: MMCOE.
  • Meeting with Mr. Ganegaonkar (Shree Systems)Attendee: Prof. S. C. Jadhav, Dr. Shital Kulkarni, Prof. B. B. BhureDate: 09/03/2018, Time: 1030 to 1330, Venue: Shree Systems, Pirangut.
  • Meeting with Mr. Danish Dubey , Mr. Satish Ujjainkar, Mr. Nilesh Pohekar, Mr. Rahul Kulkarni( SMC Pneumatics India Pvt. Ltd. ) Attendee: Dr. V. N. Gohokar, Prof. S. C. Jadhav, Dr. Shital Kulkarni, Date: 12/03/2018, Time: 1430 to 1630, Venue: SMC Pneumatics
  • Meeting with Mr. Sudhir Panditrao Attendee: Dr. V. N. Gohokar, Prof. S. C. Jadhav, Date: 12/03/2018, Time: 1515 to 1615, Venue: Office: San Techno Mentors.
  • Meeting with Mr. Swapnil Thorve (Autonics Automation India Pvt. Ltd) Attendee: Prof. S. C. Jadhav, Mr. S. Bhise Date: 19/03/2018, Time: 1515 to 1615, Venue: Office: Autonics Office Bund Garden.


  • ANY OTHER RELEVANT INFORMATION:

a. Focused Area for CoE

  • Distribution Automation
  • Substation Automation
  • Home Automation
  • Building Automation
  • Agriculture Automation
  • Smart Grid
  • LV Control Panel Design
  • Energy Management Systems

b. Perspective Plan:

  • 2017-2018
    • Conventional Automation
    • PLC Based Automation
    • Hands on training for Students
  • 2018-2019
    • VFD for Control
    • Digital Automation
    • Catering training need of Industry
  • 2019-2020
    • Consultancy services
    • Research activity

C. Present Curriculum:

PROGRAM

CODE

TRAINING

PROGRAM

NO. OF

HRS

PROGRAM CONTENTS

PROGRAM OBJECTIVES

MME01

AUTOMATION TECHNOLOGIES

12

  • Control and power panel 
  • Electromechanical devices
  • Automation technologies
  • Microcontroller based automation
  • Introduction to Programmable Logic Controller 

Participants will be able to:

  1. Design and implement hardware, power and control circuit for various applications
  2. Implement different automation technologies 
  3. Troubleshoot PLC Based automation 

MME02

AUTOMATION INSIGHTS

18

  • Programmable logic controller
  • Instrumentation- PID Controller
  • Variable frequency drive
  • SCADA Systems- Development
  • Interfacing PLC and SCADA 

Participants will be able to:

  1. Develop PLC based automation 
  2. Integrate  and control VFD through PLC
  3. Develop SCADA systems for various applications

MME03

POWER ELECTRONICS PROTOTYPE MAKING

15

  • Power Electronics Standards, Selection of Components
  • P.E. Component Testing
  • Hands on Practice on to the modern tools/ Freeware
  • Designing Aspects of PE circuits
  • Prototype making & Testing of D.C. Controlled Rectifier
  • Prototype making  & Testing of AC Controlled Rectifier

Participants will be able to:

  1. Select the proper components
  2. Test the electronics components
  3. Use the modern tools for circuit design
  4. Create the prototypes using power electronics components

MME04

MATLAB AND ELECTRICAL INSTRUMENTS

30

  • Matrices and plotting operations
  • MATLAB Programming
  • Simulation of electrical circuits, Thevenin’s theorem, superposition theorem, Ohms Law, KCL, KVL, Star/Delta relations
  • Simulation of Half wave, full wave and bridge rectifier on R and RL load
  • Measurement of R, L and C using multimeter, LCR meter. Current and voltage measurement by voltmeter, ammeter, multimeter, true RMS meter
  • Power Measurement using analog and digital wattmeter.
  • Measurement of various electrical quantities by function generator ,CRO & DSO

Participants will be able to:

1. Develop simulation for electrical and electronic circuit

2. Use electrical and electronics measuring equipments

3. Apply FG/AFG signals to CRO/DSO and measure various quantities


 

 

Center of Excellence in Computational Intelligence

Computational Intelligence is the ability of a computer to learn a specific task from data or experimental observation. Generally, computational intelligence is a set of nature-inspired computational methodologies and approaches to address complex real-world problems to which mathematical or traditional modeling can be useless for a few reasons: the processes might be too complex for mathematical reasoning, it might contain some uncertainties during the process, or the process might simply be stochastic in nature.





  • OBJECTIVES
  • To encourage Research Publications, Patents/IPR and Funded Projects
  • Collaborate with R&D organizations to acquire and disseminate knowledge among stakeholders
  • To provide platform for BE projects groups to solve real life problems


  • FACILITIES AVAILABLE

Software Development (By Faculty) :

e-Defaulter: e-defaulter application is an academic monitoring software developed in-house by the faculties of IT Department. The software can be accessed by all the faculties in the department for attendance filling, defaulter list generation, roll call list generation, sending daily SMS to parents of absent students, etc.


Software Development (By Student) :

Fingerprint Spoofing :

Computational Thinking:
For the purpose of developing computational thinking, few games (listed below) have been made available in the lab, along with rules and regulations of the game and its computational details are also provided along with it.

Following games are available in the lab:

Abalone - An award winning board game

Rubik’s Cube (Classic, Mirror Cube, triangular) - Classical brain scratching puzzle

Metal Puzzles - MW and others

Mastermind - A unique code breaking game

Triangle - Color Match




  • FUNCTIONAL TEAM

Functional Team is formed to administer and steer the Project Management activities.

Sr.
No.
NameQualificationArea of InterestResponsibility
1.

Ms. Shital Kakad

M. E. (IT), Ph. D. (CSE) (Pursuing) Security , Database Coordinator
2. Mrs. Rashmi Bhattad M. E. (CSE) Machine Learning Member
3. Mr. Nikhil Dhavase M. E. (IT), Ph. D. (CE) (Pursuing) Data Science, Machine Learning, Artificial Intelligence Member
4.

Mrs. Preeti Joshi

M. E. (IT), Ph. D. (CSE) (Pursuing) Networking Member
5.

Mr. Pratik Kamble

M. E. (IT), Ph. D. (CE) (Pursuing) Data Mining Member


  • ADVISORY BOARD
Sr.
No.
Name of PersonDesignationCompanyCategory
1. Dr. Nilima Bhalerao Neurologist Private Clinic Medical
2.

Mr. Mahesh Bodhgire

Managing Director

ecoRise Software Solutions, Pune

Industry
3. Mr. Harshal Tupsamudre Researcher TRDDC Researcher
4. Dr. Manesh Kokare Professor (Post doc fellow, Univ. of California) SGGS, Nanded Academician
5. Dr. Sasikumar M. Director CDAC, Mumbai Industry

  • INDUSTRY CONNECT:

Sr. No.

Name of Industry

Output

1

ecoRise Software Solutions, Pune

Project Guidance, Knowledge Partner

Expert Sessions, Faculty Development Program

2

Kasnet Technology Pvt. Ltd.

Sponsored Project completed

  • MOU UNDER COE:

Sr. No.

Name of Industry

Date

1

ecoRise Software Solutions, Pune

07/12/2017

  • Activities Conducted:

  1. Mr. Mahesh Bodhgire,Managing Director, ecoRise Software Solution, Pune, has delivered an expert lecture on the topic "Database Management Systems" on 07/10/2019 for TE students.

  2. Mr. Anurag Sangale, ecoRise Software Solution, Pune, has delivered an expert lecture on the topic "Applications of Data Structures in Software Industry" on 03/03/2019 for SE students.

  3. Faculty development program on “Artificial Intelligence and Machine Learning” on 06/06/2018 -10/06/2018

  4. Two days workshop on "Android App Development in associaton with Aakar IIT

Bombay under Techradiance 2019" on 27/07/2018 by Mr. Vaibhav Jadhav

  1. Four days training program on "Data Science" on 09/10/2018 by Mr. Suresh Pal, Mr. Bipul Kumar Shahi ATS Infotech Pvt. Ltd.

  2. Guest lecture on "Introduction to DevOps" on 15/07/2017 by Mr. Nitin Bhide (Program Director, HCL Technologies, Pune) Kedar Deo (Group Project Manager, IBM,

  3. Guest lecture on “Data warehousing and related Concepts” on 09/09/2017 by Mr. Shashank Diwan (Project Manager, Yardy So?ware, Pune)

  4. Visit CDAC, Mumai(Kharghar) 7/3/2018

  5. Two days workshop on Cloud Computing by Geeks Lab Technologies on 15-16 July 2016

  6. Session on Challenges and issues on cloud computing by Mr. Bhavik Ambani and Mr. Vishal Menon from Progressive Infotech on 17/09/2016

  7. Two days National Level Workshop on Cloud Computing & Big Data sponsored by BCUD SPPU on 13-14 Dec 2016

  8. One day workshop on cloud basics and setup by Mr. Pranav Sahastabuddhe 4/10/2015

  9. Cloud server setup on OpenStack was done by faculty members on Dec 2015

  10. Attended session on Vmware on Cloud and Virtualization at VIIT on Jan 2016

Ongoing/ Completed Projects:

Sr. No.

Academic Year

Name of Project

Student’s/ Faculty Name

Remark

1

2019-20

Automatic Sketch Colorization

Varsha Kirve

Vrushali Gore

Vaibhav Mane

Shubham Patil

Vaibhav 

Ongoing

2

2019-20

Text Summarization

Mr. Pratik Kamble

Ongoing

3

2019-20

Ontology Construction 

Ms. Shital Kakad

Ongoing

4

2018-19

Stylometry Based Authorship Attribution for Social Media Forensics

Akmal Ziyad

Manoj Baviskar

Vishal Marhatta

Completed 

5

2018-19

Music Recommendation using emotion detection

Prasad Agashe

Rajas Bhide

Veerbhadra Bilagi

Yashashri Dange

Completed 

6

2018-19

Malware Detection and Classification using Decision Trees and Random Forests

Aditya Phadke

Mohit Kulkarni

Pranav Bhavalkar

Durape Nikhil 

Completed 

7

2017-18

Fingerprint Spoof Detection

Mr. Chiranshu Adik,

Mr. Amey Waze,

Ms. Samrudhhi Tendulkar,

Ms. Akansha Agrawal

Completed 

Marathwada Mitra Mandal's College of Engineering

Survey No. 18, Plot No. 5/3, Near Vandevi Temple, Karvenagar, Pune 411052.

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