Subhash C Gupta
(B.E., M.Tech. (CSE))
Designation:
Asst. Professor
Dept of Computer Sc. & Engg.
Ist Floor, Main Buliding
BIT Jaipur Campus, Jaipur
Ph.No. +91 141 4019823
https://www.linkedin.com/in/subhashbit/
Experience:
- Teaching and Research: 20 Yrs
Subjects Taught:
- Machine Learning
- Data Analysis and Interpretation
- Data Analytics
- Artificial Intelligence and Expert System
- Pattern Recognition
- Soft Computing
- Digital Image Processing
- Computer Vision
- Computer Graphics and Multimedia
- Computational geometry
- Operating System
- Design and Analysis of algorithm
- Data Structures and Algorithms
Technical Skill set:
Langauges: C/C++, Java, Prolog, LisP, Python, Matlab, and R programming.
Libraries: Tensorflow, Keras, PyQt, PIL, numpy, scipy, pandas, Sci-kit, various libraries of R and OpenCV etc
Research Area:
- Domains: Image processing, Computer Vision, Biometrics, and Data analytics
- Techniques: AI, Soft computing and Machine learning approaches
Project/Thesis supervised at PG Level:
- “Fuzzy Logic Aided Controller System design and implementation” (Ms. Shilpi Mishra, M.Tech.(CSE) 2013 Batch at Banasthali University, Niwai, Rajasthan)
- “Features extraction from fingerprint images using morphological image processing”. (Mr. Pradeep Sharma, M.Tech.(CSE), June, 2013 Batch at Jagan Nath University, Jaipur, Rajasthan).
- “Digital Image Restoration”. (Mr. Sagar Khandelwal, M.Tech.(CSE), Dec. 2013 Batch at Jagan Nath University, Jaipur, Rajasthan).
Project/Thesis supervised at UG level:
- “ Drug Virus Association” Loveena Wadhwani (BE/25050/17), Harshita Chaudhary, (BE/25045/17), Pavitra Agrawal (BE/25010/17) BE(CSE), 2021 Batch, Jaipur
- “Social distancing detection using deep learning”, Anshima Garg(BE/25002/17), Vidipta Sharma(BE/25005/17), Prakul Jain(BE/25006/27) BE(CSE), 2021 Batch Jaipur
- “YouTube Video Ranking: A NLP based System”, Anil Meena (BE/25012/16), Aman Sharma (BE/25013/16) , Poorvi Sahni (BE/25014/16) BE(CSE) 2020 Batch, Jaipur
- “Visual Question answering system” Kritika jain (BE/25031/16), Tushar gautam (BE/25033/16), BE(CSE) 2020 Batch, Jaipur
- “Determination of Stock behavior by 10k filling forms”, Riddhi Johri (BE/25032/16) Mansi Jain (BE/25051/16) Himanshu Tuteja (BE/25010/16), BE(CSE) 2020 Batch, Jaipur
- Compression of an Image using principal component analysis. (Richa Jain(BE/25002/15), Ritvi Sharma (BE/25004/15), Sonal Bajaj(BE/25042/15), BE(CSE) 2019 Batch, Jaipur)
- Estimation of Urbanization of An Area (Piyush Kumar (BE/25032/14), Himanshu Changwal (BE/25012/14), Rahul Kumar (BE/25013/14) BE(CSE) 2018 Batch, Jaipur)
- Vehicle Insurance Policy Premium optimization based on accidental data analysis (Ankit Barjatiya(BE/25011/14), Nitesh Devnani(BE/25024/14), BE(CSE) 2018 Batch, Jaipur).
- Hand Written character recognition (Risabh Sharma(BE/25026/14), Preksha Jain(BE/25023/14), BE(CSE) 2018 Batch, Jaipur)
- "News Extraction, classification, sentiment analysis and visualiztion".(Mr. Shiven Purohit and Ms.Varuna Gupta, BE(CSE) 2017 Batch, BIT Jaipur)
- "Image Processing based approach for detection of Leukemia in human blood sample". (Ms.Mahak Acharya and Ms.Surbhi Sharma, BE(CSE) 2017 Batch, BIT Jaipur)
- "Restoration of images degraded due to various blurrings". (Mr. Yash Maheshwari, Ms. Subhangi Mehror and Ms. Ritika Pamnani, BE(CSE) 2017 Batch, BIT Jaipur)
- "PCA Based Multispectral Image fusion for Image Enhancement" (Ms. Monica Dubey, and Ms.D. Shravya, BE(CSE) 2016 Batch, BIT, Jaipur).
- "Detection and localization of brain tumor using MRI based image processing". (Ms.Sneha Gupta and Ms. Anakruti Gupta BE(CSE) 2016 Batch, BIT, Jaipur)
- "Classification of automobiles and traffic density analysis on roads and highways". (Mr. Ankit Agarwal and Mr. Atul Pathak, BE(CSE) 2015 Batch, BIT, Jaipur).
- "Handwritten Character Recognition System". (Mr. Vijay Bahadur Singh and Mr. Dilshad Hussain, BE(CSE) 2015 Batch, BIT, Jaipur).
- "Image Processing based detection of Malarial parasite in human blood" (Ms Komal Meena and Mr.P. K. Tiwari, BE(ECE) 2014 batch, BIT, Jaipur)
- "Face Detection and Recognition" (Mr. Chetan Agrawal, Mr. Nikhil Chandra,and Mr. Harsh Balyan, BE(CSE) 2014 batch, BIT, Jaipur).
- "Blind Source Separation" (Ms. Neha Janyani, Ms. Seema Meena, Ms. Astha sharma, Mr. Aman Chhabra, and Mr. Kanishk Srivastava, BE(CSE) 2013 Batch, BIT, Jaipur)
- "Efficient compression and encryption utility for fast and more secure transmission of digital images". (Mr. Tarun Kumar and Mr. Vikky Agrawal, BE(CSE) 2010 batch, BIT, Jaipur).
Current Semester Assignments (SP-2022)
A) subjects teaching at UG/PG Level:
- IT 340 Machine Learning (B.Tech. (CS) VI semester)
- IT 341 Machine Learning Lab (B.Tech. (CS) VI semester)
- CS 360 Nature Inspired Computing (B.Tech. (CS) VI semester)
- CS 361 Optimization using nature based Algorithm Lab (B.Tech. (CS) VI Semester)
B) Projects/Thesis supervising at UG Level:
Projects of UG have been submitted.
Summer Trainings and workshops organized at BIT, Jaipur
- STP on “Machine Learning and Data Analytics with R/ Python/ Matlab”, May 11-18 , 2017
- STP on “Image Processing and its applications using Matlab and R” May 16-18, 2016.
- STP on "Data Analysis and Image Processing with R and Python" May 11-16, 2015
- Workshop on "Applications and Web Development using Java Technology", July 09-15, 2014
- STP on Java Programming and Web Technology", June 1-10, 2013
Faculty development Summer Research Fellow Programs participation:
- One week TEQIP-III approved Faculty development Programme on "Research through HPC" held during: term1: 19th Sept. 2020, term2: 23-24 Jan. 2021 and term3: 30-31 Jan 2021. Organized by Birla Institute of technology, Mesra, Ranchi.
- Short Term Programme on Innovation and Recent Trends in Data Analytics, Banasthali Vidyapith, Nivai, Tonk, (Dec. 26-31, 2016.
- Summer Research Faculty Fellow Program-2014 at Dept. of electrical engineering, IIT Delhi, and worked in Biometrics field. (May 15, 2014 to July 4, 2014)
- Summer Research Faculty Fellow Program-2008 at Dept. of electrical engineering, IIT Delhi, and worked in computer vision and image processing field. (June 9, 2008 to July 21, 2008)
National workshops (Academics/professional) participation:
- PSSI National workshop on Plasma Science and Technology: Industrial applications and Diagnostics, organised by BIT, Jaipur Campus, Jaipur (Aug 30, 2005 to Sept 2, 2005)
- National workshop on Effective Intellect Management: an emerging practice to sustain growth in knowledge based competitve business environment, organised by BIT, Jaipur Campus, Jaipur (Apr 26-27, 2008)
- Faculty Workshop on soft skills-2009 organized by Training and Placement Division of BIT, Mesra, Ranchi. (Sept 17-19, 2009)
- National workshop on Recent advances in Data mining and Data warehousing-2011 organized by SQC & OR Unit, Indian Statistical Institute, New Delhi. (Oct 19-23, 2011)
- ISTE Workshop on Introduction to Research Methodologies-2012 conducted by IIT Bombay under National Mission on education through ICT (MHRD). (June 25, 2012 to July 4, 2012)
- Workshop on Entrepreneurship Development-2013 under Faculty development program, sponsored, Department of Science and Technology, Govt. of India. (Jan 15-27, 2013)
- ISTE Workshop on Database Management Systems-2013 conducted by IIT Bombay under National Mission on education through ICT (MHRD). (May 21-31, 2013)
- National workshop on Challenges in Big Data Research-2013 organized by MNIT, Jaipur. (Nov 9-13, 2013)
- National workshop on Biometrics and Privacy protection, organised by MNIT Jaipur (Dec 23-25, 2013)
- Workshop on "WOW at Work",organised by Federation of Indian Chambers of Commerce and Industry May 17, 2017, at Hotel Om tower, Jaipur
International workshops (Academics/professional) participation:
- IAEA International workshop on challenges in Plasma spectroscopy for future fusion research machines, organised by BIT, Jaipur Campus, Jaipur (Feb 20-22, 2008)
- International workshop on Emreging Trends in Information Technology-2014 organised by LNM IIT, Jaipur (Feb 14-15, 2014)
National Seminars attended:
- Seminar on Matlab & Simulink for engineering education organised by MathWorks India Pvt. Ltd. held at Hotel Four Square, Jaipur (Nov 21, 2014).
Conferences:
- Meena K., Tiwari P. K. and Gupta S. C., “Image Processing based detection of Malarial parasite in human blood”, National conference on Recent trends in Computer and Communication Technology-2015, Global Institute of Technology, jaipur (May 22, 2015).
- Singh, N and Gupta S. C. , “Fuzzy logic based automatic breaking system for automobile”, National conference on computational and mathematical sciences, Computatia-2012 held at VIT, Jaipur, (Jan 28-29, 2012)
- Gupta, S. C, “Finger-print enhancement using Fuzzy-logic based Image processing techniques”, 2nd National conference on computational and mathematical sciences, Computatia-II, 2012 held at VIT, Jaipur, (Nov 30, 2012 to Dec 1, 2012).
- Gupta, S. C. and Agarwal S., Segmentation of colored objects from images and video using adaptive thresholding technique, 3rd National conference on computational and mathematical sciences, Computatia-2013 held at VIT, Jaipur, (Nov 25-26, 2013).
Invited Talks:
15th Rajasthan Ganita Parishad and Symposium on Application of advance mathematics in engineering-2004 (Feb 14-15, 2004) held at Arya College of Engineering & IT, Jaipur.