The LNM Institute of Information Technology

Sandeep Saini

sandeep.saini@lnmiit.ac.in

Date of joining:

20-06-2011

Department:

Electronics and Communication Engineering

Summary

Sandeep Saini is a faculty member in the department of ECE and working in the domain on VLSI Design, and now a days focuses on AI based hardware desing.

Biography

Dr. Sandeep Saini is an academic and researcher in Electronics and Communication Engineering, renowned for his impactful contributions to deep learning, natural language processing, and cognitive modeling. He has obtained his B.Tech. from IIIT Hyderabad, M.S. from IIIT Hyderabad and PhD from MNIT Jaipur. He has been associated with the institute from 2011. As a Senior Member of IEEE and an active ACM member, Dr. Sandeep Saini continues to make significant contributions to academia and research. His dedication to advancing knowledge is a testament to his outstanding career in Electronics and Communication Engineering.

Research Area

VLSI Design, Cognitive Computing, Natural Language Processing, Machine Learning

Personal information

Name

Designation

Department

ORCID

Scopus_link

Website

Dr. Sandeep Saini

Assistant Professor

Electronics and Communication Engineering

0000-0002-8906-8639

www.scopus.com/authid/detail.uri?authorId=56426782900

http://bit.ly/Saini_GS

Education

	Degree/Diploma	Institute/ Organization	Year	Branch/Specialization
1	Ph. D. Doctor of Philosophy	MNIT, Jaipur	2020	Cognitive approaches for NLP
2	M.S. Master of Science	IIIT Hyderabad	2010	VLSI Design
3	B. Tech. Bachelor of Technology	IIIT Hyderabad	2008	Electronics and Communication Engineering

Projects

	Name of Project	Total Cost of Project	Funding Agency	Duration From	Duration To
1	Sign Language to Regional Language Converter (SLRLC)	4200000	DST TIDE	2019	2022

Experience

	Name of Organization	Post/Designation	Duration From	Duration To
1	IIIT Bangalore (Deputed at MIIT Mandalay)	Adjunct Assistant Professor	2018	2020
2	The LNM Institute of Information Technology, Jaipur	Assistant Professor	2014	2024
3	The LNM Institute of Information Technology, Jaipur	Lecturer	2011	2014
4	Jaypee University of Engineering and Technology, Guna	Lecturer	2010	2011

Publications

1	Sakshi, Sandeep Saini, Yoga with Deep Learning: Linking Mind and Machine, SN Computer Science, April 2024
2	Yadav, Konark, Milind Yadav, and Sandeep Saini., "Stock Market Predictions Using FastRNN-Based Model, In Proceedings of the Seventh International Conference on Mathematics and Computing: ICMC 2021, pp. 439-450. Singapore: Springer Singapore, 2022. MAR 2022 IndexedIn : [Scopus] DOI : https://doi.org/10.1007/978-981-16-6890-6_33,
3	K. Lata, S. Chhabra and S. Saini,, "Hardware–Software Co-Design Framework for Data Encryption in Image Processing Systems for the Internet of Things Environment,, in IEEE Consumer Electronics Magazine, vol. 11, no. 4, pp. 92-97, 1 July 2022 JULY 2022 IndexedIn : [Scopus,WoS] DOI : https://doi.org/10.1109/MCE.2021.3115999,
4	Aashish, A. Thakkar, S. Yadav, S. Saini and K. Lata,, CNN and Autoencoders based Hybrid Deep Learning Model for Crop Disease Detection,, 2022 International Conference on Connected Systems & Intelligence (CSI), Trivandrum, India, 2022 SEPT 2022 IndexedIn : [Scopus,WoS] DOI : https://doi.org/10.1109/CSI54720.2022.9923983,
5	V. Sharma, M. Jaiswal, A. Sharma, S. Saini and R. Tomar, Dynamic Two Hand Gesture Recognition using CNN-LSTM based networks,, 2021 IEEE International Symposium on Smart Electronic Systems (iSES), Jaipur, India, 2021 DEC 2021 IndexedIn : [Scopus,WoS] DOI : https://doi.org/10.1109/iSES52644.2021.00059,
6	M. Jaiswal, V. Sharma, A. Sharma, S. Saini and R. Tomar,, "FPGA based Implementation of Binarized Neural Network for Sign Language Application,", 2021 IEEE International Symposium on Smart Electronic Systems (iSES), Jaipur, India, 2021, pp. 303-306 DEC 2021 IndexedIn : [Scopus,WoS] DOI : https://doi.org/10.1109/iSES52644.2021.00077,
7	Yadav, Konark, Milind Yadav, and Sandeep Saini. , Stock Market Predictions Using FastRNN, CNN, and Bi-LSTM-Based Hybrid Model., In Machine Vision and Augmented Intelligence—Theory and Applications: Select Proceedings of MAI 2021, pp. 1-10. Springer Singapore, 2021. NOV 2021 IndexedIn : [Scopus,WoS] DOI : https://doi.org/10.1007/978-981-16-5078-9_1,
8	Yadav, Konark, Milind Yadav, and Sandeep Saini., Stock values predictions using deep learning-based hybrid models.", CAAI Transactions on Intelligence Technology (CTIT), (2021). JUN 2021 IndexedIn : [Scopus] DOI : https://doi.org/10.1049/cit2.12052,
9	Saini, Sandeep, and Vineet Sahula. , A novel model based on Sequential Adaptive Memory for English–Hindi Translation., Cognitive Computation and Systems (IET-CCS), 3, no. 2 (2021): 142-153. JUN 2021 IndexedIn : [Scopus] DOI : DOI :10.1049/CCS2.12011,
10	Sandeep Saini and Vineet Sahula,, Cognitive architecture for natural language comprehension”, Cognitive Computation and Systems (IET-CCS), 2.1 (2020): 23-31. FEB 2020 IndexedIn : [Scopus] DOI : https://doi.org/10.1049/ccs.2019.0017,
11	Vinay Jain, Divyanshu Jhawar, Sandeep Saini and Abhishek Sharma, , “Human Activity Recognition in Ambient Sensing using Sequential Networks, Communication and Data Sciences (PCCDS-2020), 01- 03 May 2020, NIT Kurukshetra, India. MAY 2020 IndexedIn : [Scopus] DOI : https://doi.org/10.1007/978-981-15-7533-4_38978-981-15-7533-4_38,
12	Sandeep Saini and Vineet Sahula,, “Language Learnability Analysis of Hindi: A Comparison with Ideal and Constrained Learning Approaches”, Cognitive Informatics, Computer Modelling, and Cognitive Science. Academic Press, 2020. 273-290. JUN 2020 IndexedIn : [Scopus] DOI : https://doi.org/10.1016/B978-0-12-819445-4.00014-X,
13	Sandeep Saini and Vineet Sahula,, “Setting up a Neural Machine Translation System for English to Indian Languages Exploration of NMT for Indian languages”, Cognitive Informatics, Computer Modelling, and Cognitive Science. Academic Press, 2020. 195-212. JUN 2020 IndexedIn : [Scopus] DOI : https://doi.org/10.1016/B978-0-12-819443-0.00011-8,
14	Konark Yadav, Aashish Lamba, Dhruv Gupta, Ansh Gupta,, Purnendu Karmakar and Sandeep Saini, “Bilingual Sentiment Analysis for a Code-mixed Punjabi English Social Media Text”, 5th IEEE International Conference on Computing, Communication and Security (ICCCS), 14-16 October 2020 IIT Patna, Bihar, India OCT 2020 IndexedIn : [Scopus] DOI : DOI: 10.1109/ICCCS49678.2020.9277309,
15	Vaidehi Sharma, Mohita Jaiswal, Abhishek Sharma, Raghuvir Tomar and Sandeep Saini, , An Efficient Binarized Neural Network for Recognizing Two Hands Indian Sign Language Gestures in Real-Time Environment”,, 7th IEEE India Council International Conference (INDICON), 11-13th December 2020, NSUT, New Delhi , India DEC 2020 IndexedIn : [Scopus] IEEE explore DOI : DOI: 10.1109/INDICON49873.2020.9342454,
16	Konark Yadav, Aashish Lamba, Dhruv Gupta, Ansh Gupta, Purnendu Karmakar and Sandeep Saini, , , “Bi-LSTM and Ensemble Based Bilingual Sentiment Analysis for a Code-mixed Hindi-English Social Media Text”, 17th IEEE India Council International Conference (INDICON), 11-13th December 2020, NSUT, New Delhi , India. DEC 2020 IndexedIn : [Scopus] DOI : DOI: 10.1109/INDICON49873.2020.9342241,
17	Kusum Lata and Sandeep Saini, ardware Software Co-Simulation of an AES-128 Based Data Encryption in Image Processing Systems for the Internet of Things Environment”,, IEEE International Symposium on Smart Electronic Systems (iSES) (Formerly iNiS), 14th – 16th December 2020, VIT Chennai, India. DEC 2020 IndexedIn : [Scopus] IEEE explore DOI : https://doi.org/10.1109/iSES50453.2020.00065,
18	Sandeep Saini and Vineet Sahula,, A Novel Cognitive Architecture to Comprehend and Process Natural Language”, 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), April 7 to 13, 2019, La Rochelle, France. APRIL 2019 ,
19	Sandeep Saini and Vineet Sahula,, Language Learnability Analysis of Hindi: A Comparison with Ideal and Constrained Learning Approaches”,, Springer Journal of Psycholinguistic Research (JOPR), 2019, 947-960. FEB 2019 IndexedIn : [Scopus] DOI : https://doi.org/10.1007/s10936-019-09641-2,
20	Nikhil Paliwal, Pankhuri Vanjani, Jing-Wei Liu, Sandeep Saini, and Abhishek Sharma. , "Image processing-based intelligent robotic system for assistance of agricultural crops.", International Journal of Social and Humanistic Computing (IJHSC), no. 2 (2019): 191-204. JUN 2019 IndexedIn : [Scopus] DOI : DOI: 10.1504/IJSHC.2019.101602,
21	Sandeep Saini and Vineet Sahula, , Neural Machine Translation for English to Hindi”, Accepted in 4th International Conference on Information Retrieval and Knowledge Management (CAMP18), Kota Kinabalu, Malaysia, March 26-28 2018. MAR 2018 IndexedIn : [Scopus] DOI : DOI: 10.1109/INFRKM.2018.8464781,
22	Monika Jain, Sandeep Saini and Vibhor Kant,, A Hybrid Approach to Emotion Recognition System Using Multi-Discriminant Analysis & K-Nearest Neighbour”, Second Symposium on Bioinformatics and Bioforensics (SBB’17), Manipal, India 12-16 September 2017 SEPT 2017 ,
23	Priyanka Gupta, Sandeep Saini and Kusum Lata,, Securing QR codes by RSA on FPGA”, International Conference on Advances in Computing, Communications and Informatics (ICACCI'17), Manipal, India 12-16 September 2017. SEPT 2017 ,
24	Sandeep Saini, Nitin Gupta, Shivin Bhogal, Shubham Sharma and Vineet Sahula, “Bayesian learner based Language Learnability Analysis of Hindi”, , Fifth International Symposium on Natural Language Processing (NLP'16), Jaipur, India 21-24 September 2016 SEPT 2016 IndexedIn : [Scopus] DOI : DOI: 10.1109/ICACCI.2016.7732359,
25	Surbhi Chhabra, Himanshu Jain and Sandeep Saini, , FPGA based Hardware Implementation of Automatic Vehicle License Plate Detection System”, Jaipur India 21-24 September 2016 SEPT 2016 IndexedIn : [Scopus] DOI : DOI: 10.1109/ICACCI.2016.7732205,
26	Aakash Saini, Ojashri Sharma, Abhishek Sharma, Sandeep Saini,, “A Quadro Coding Technique to Reduce Self Transitions in VLSI Interconnects”,, 2nd IEEE International Symposium on Nanoelectronic Information Systems (iNIS 2016), Gwalior, INDIA, Dec 19-21, 2016. DEC 2016 IndexedIn : [Scopus] DOI : DOI: 10.1109/iNIS.2016.033,
27	Sandeep Saini, Umang Sehgal and Vineet Sahula, “, Relative Clause based Text Simplification for Improved English to Hindi Translation”,, , Fourth International Symposium on Natural Language Processing (NLP'15), Kerala, India 10-13 Aug 2015, AUG 2015 IndexedIn : [Scopus] DOI : DOI: 10.1109/ICACCI.2015.7275821,
28	Sandeep Saini, Vineet Sahula, , A Survey of A Survey of Machine Translation Techniques and Systems for Indian Languages”, The International Conference on Computational intelligence and communication technology (CICT-2015), Ghaziabad, India, 13-14 February 2015. FEB 2015 IndexedIn : [Scopus] DOI : DOI: 10.1109/CICT.2015.123,
29	Ritajit Majumdar, Sandeep Saini,, A Novel Design of Reversible 2:4 Decoder”, , International Conference on Signal Processing and Communication (ICSC 2015), Noida, India, 16-18th March 2015. MAR 2015 IndexedIn : [Scopus] DOI : DOI: 10.1109/ICSPCom.2015.7150670,
30	Ragini Khandelwal, Sandeep Saini, Parity Preserving Adder/Subtractor using a Novel Reversible Gate”,, IEEE International Conference on Communication Systems and Network Technologies (CSNT-2015), Gwalior, 4-6th April 2015 APRIL 2015 IndexedIn : [Scopus] DOI : DOI: 10.1109/CSNT.2015.14,
31	Bhagyeshwari Chauhan, Avni Jain, Tanmay Chaturvedi and Sandeep Saini, , “A Cohesive Web-based platform for Fleet Management and Eco-Driving Analysis”, 2015 IEEE TENSYMP - IEEE Region 10 Symposium, Ahmedabad, India, 13-15 May 2015 MAY 2015 IndexedIn : [Scopus] DOI : DOI: 10.1109/TENSYMP.2015.10,
32	Gupta, Yogendra, and Sandeep Saini. "Thermometer to Gray Encoders.", Performance Optimization Techniques in Analog, Mixed-Signal, and Radio-Frequency Circuit Design., . Hershey: IGI Global, 2014. 345-59. Print DEC 2014 IndexedIn : [Scopus] DOI : DOI: 10.4018/978-1-4666-6627-6.ch013,
33	Rohan Samria, Ankita Jha, Ridhi Jain, Shubhajit Roy Chowdhury and Sandeep Saini,, Noninvasive Cuffless Estimation of Blood Pressure using Photoplethysmography without Electrocardiograph Measurement, 2014 IEEE TENSYMP - IEEE Region 10 Symposium, 14-16 April 2014 APRIL 2014 APRIL 2014 IndexedIn : [Scopus] DOI : DOI: 10.1109/TENCONSpring.2014.6863037,
34	Yogendra Gupta, Sandeep Saini,, “A 4-bit, 3.2 GSPS Flash Analog to Digital Converter with a new multiplexer based encoder.”, ECTI-CON 2014, Thailand May 2014. MAY 2014 IndexedIn : [Scopus] DOI : DOI: 10.1109/ECTICon.2014.6839721,
35	Surabhi Jain, Mukul Pancholi, Harsh Garg, Sandeep Saini,, Binary Division Algorithm and High Speed Deconvolution Algorithm (Based on Ancient Indian Vedic Mathematics)”,, ECTI-CON 2014, Thailand May 2014 MAY 2014 IndexedIn : [Scopus] DOI : DOI: 10.1109/ECTICon.2014.6839877,
36	Surabhi Jain, Sandeep Saini,, “High Speed Convolution and Deconvolution Algorithm (Based on Ancient Indian Vedic Mathematics)”, ECTI-CON 2014, Thailand May 2014. MAY 2014 IndexedIn : [Scopus] DOI : DOI: 10.1109/ECTICon.2014.6839756,
37	Payal Garg, Sandeep Saini, “A Novel Design of Compact Reversible SG Gate and its Applications”, International Symposium on Communications and Information Technologies (ISCIT 2014), Incheon, South Korea 24-26 September 2014. SEPT 2014 IndexedIn : [Scopus] DOI : DOI: 10.1109/ISCIT.2014.7011941,
38	Ojashri Sharma, Sandeep Saini, A Quadro Coding Technique to Reduce Self Transitions in VLSI Interconnects”, Accepted for 21st IEEE International Conference on High Performance Computing (HiPC 2014) , Goa, India, December 17-December 20, 2014. DEC 2014 ,
39	Yogendra Gupta, Lokesh Garg, Sarthak Khandelwal, Sanchit Gupta, Sandeep Saini, , Design of low power and high speed multiplexer based Thermometer to Gray Encoder.”, International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2013), November 12-15, 2013, Naha, Okinawa, Japan. NOV 2013 NOV 2013 IndexedIn : [Scopus] DOI : DOI: 10.1109/ISPACS.2013.6704602,
40	Sandeep Saini, J.V.R Ravindra and M.B. Srinivas,”, A New Bus Coding Technique to minimize crosstalk in VLSI Bus”,, International Conference on Conference on Electronics Computer Technology (ICECT 2011), April 8th to 10th 2011, Kanyakumari, India. APRIL 2011 APRIL 2011 IndexedIn : [Scopus] DOI : DOI: 10.1109/ICECTECH.2011.5941637,
41	Sandeep Saini, A. Mahesh Kumar, Sreehari Veeramachaneni, M.B.Srinivas,, “An Alternative approach to Buffer Insertion for Delay and Power Reduction in VLSI Interconnects”, , VLSI Design 2010, Bangalore, India JAN 2010 IndexedIn : [Scopus] DOI : DOI: 10.1109/VLSI.Design.2010.53,
42	Sandeep Saini , A Mahesh Kumar , Sreehari Veeramachaneni and M.B. Srinivas , ", An Alternate approach to Buffer Insertion for Delay and Power Reduction in VLSI Interconnects ", Journal of Low Power Electronics , Volume 6, Number 3, October 2010 OCT 2010 IndexedIn : [Scopus] DOI : DOI: 10.1166/jolpe.2010.1090,
43	Sandeep Saini, Anurag Mahajan, M.B. Srinivas,, Implementation of Low Power FFT Structure using a Method Based on Conditionally Coded Blocks", (APCCAS 2010), Malaysia, Dec 2010. DEC 2010 IndexedIn : [Scopus] DOI : DOI: 10.1109/APCCAS.2010.5774872,
44	Sandeep Saini, A. Mahesh Kumar, Sreehari Veeramachaneni, M.B.Srinivas,, Schmitt Trigger as an Alternative to Buffer Insertion for Delay and Power Reduction in VLSI Interconnects”,, Tencon 2009. 23rd to 26th Nov 2009, Singapore. NOV 2009 IndexedIn : [Scopus] DOI : DOI: 10.1109/TENCON.2009.5396104,

Workshop attended

	Type	Month	Year	Information
1	FDP	February	2017	VLSI Circuit Design using Cadence EDA tools
2	Training	July	2016	TI Innovation Challenge
3	Workshop	August	2016	ASIC Design Flow Using Mentor Graphics Tools
4	Training	July	2015	TI Analog Campaign
5	Workshop	August	2015	Workshop on Control Systems and Automation using MATLAB
6	Workshop	September	2015	National Workshop on VLSI and Embedded Systems Design using Xilinx Vivado Design Suite &; Zybo SoC
7	Workshop	December	2014	Workshop on Single Board Computers

Workshop conducted

	Type	Month	Year	Information
1	Workshop	October	2021	SERB sponsored research Internship on "Deep Learning based Hardware Systems Design"
2	Training	June	2021	ATAL sponsored FDP on "AI for CBSE Teachers"
3	Workshop	June	2020	Summer camp on Robotics in association with Rajasthan Patrika
4	Workshop	June	2020	Online Training program on Digital Circuit Design and Verication using Vivado
5	FDP	March	2018	FDP on VLSI and Embedded Systems
6	Workshop	June	2017	VLSI and Embedded Systems Design (VESD)
7	Workshop	June	2016	VLSI and Embedded Systems Design (VESD)