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A premier engineering college in the state, located at Kochi

COLLEGE CODE : MUT

Affiliated to APJ Abdul Kalam Technological University
Approved by AICTE

[email protected] | 0484-2883300/0484-2732100/111

Relentless passion for excellence...

(Promoted by The Muthoot Group)

NameDr.Sreenu G.
DesignationAssistant Professor
SpecializationInformation Systems
E-Mail ID [email protected]
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Dr. Sreenu G.

Educational Qualification:

  • B. tech – Cochin University (2005)
  • M. Tech – M G University (2013)
  • PhD- VIT, Vellore (2024)

 

Specializations:

  • Deep Learning
  • Machine Learning
  • Information System

 

Current Research Interest:

  • Deep Learning
  • Machine Learning
  • Big Data
  • Distributed Computing

 

Certifications

  • “Computer Vision- Object Detection with OpenCV and Python”   from Coursera
  • “Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning from Coursera
  • “Facial Expression Recognition with Keras” from Coursera
  • “Video Basics with OpenCV and Python” from Coursera
  • “Convolutional Neural Networks in TensorFlow” from Coursera
  • Certified in Wipro’s Project Based Learning framework in Java-J2EE and successfully passedthe TalentNext certification assessment and recognized as a mentor for project-based learningin Java J2EE.
  • Participated in Wipro Certified Faculty training program and got trained on Wipro’s Project bBased Learning framework in Java Full Stack.

 

Publications:

Paper Title Journal/Conference
Violence detection in crowd videos using nuanced facial expression analysis  Systems and Soft Computing, Elsevier, December 2024
Smart and Deep Hand Movement Tracking from Crowd Videos through Particle Filtering and Matrix Transformation SN Computer Science, Springer, August,2022
Intelligent video surveillance: a review through deep learning techniques for crowd analysis  Journal of Big Data, Springer Open Access, June 2019
A Smart Shopping Cart: Ezi-KART IACC 2022. Communications in Computer and Information Science, vol 1781. Springer.
Big Data Analytics: An Expedition Through Rapidly Budding Data Exhaustive Era   Chapter published in HCI Challenges and Privacy Preservation in Big Data Security , IGI Global
Photo-Realistic Virtual Try-On with Enhanced Warping Module.  Sentimental Analysis and Deep Learning, Advances in Intelligent Systems and Computing, Springer, October 2021
Cassava Disease Prediction Using Data Mining   ICCS 2019
Advanced Detection Technique For Computer Viruses And Comparative Study IEEE Sponsored 3rd International Conference for Convergence in Technology (I2CT) 2018
Web Scanning: Existing Techniques And Future  IEEE ICICCS 2018
Simulation of hybrid reputation model in P2P security: To envisage the federation of peers   ICCICCT-2016(IEEE)
Binary RSA encryption algorithm  ICCICCT-2016(IEEE)
A Hybrid Reputation Model Through Federation Of Peers Having Analogous Function ICCSEA- 2012

Springer Proceedings

Inference of Peer Temperament in Unstructured Peer-to-Peer Networks by Creating a Virtual Multi Layer Structure ICACCI-2012,

Paper archived in the ACM digital library.

Improving Hybrid Reputation Model

Through Dynamic Regrouping

International Journal of Peer to Peer Networks (IJP2P) Vol.3, No.3/4, July 2012

 

Administrative Responsibilities:

  • Class Advisor – 2023-2027 Batch
  • Department Coordinator –Admission
  • Department Coordinator –Placement
  • CCF In Charge
  • Student Council Faculty In Charge
  • Department Coordinator of DAC

 

Short term courses conducted/ attended:

  • Facilitated a 2-day workshop on AI, ML and DL for trainers at One Team Solutions as a resource person.
  • Led a 2-day workshop on AI Essentials for college professors and lecturers.
  • Resource person for RUSA Funded two-day national workshop on Machine Learning.
  • Resource person for the three-day workshop on “Machine Learning” held in Muslim Association College Of Engineering on 1st, 2nd  & 4th Nov.2019.
  • Attended FDP @ Rajagiri School of Engineering & Technology on FDP on Optimisation Techniques for ML/AI/DS.
  • Attended FDP @ LBS Trivandrum on Advanced Algorithms and Complexity Theory
  • Attended FDP @ Sahrdaya College of Engineering and Technology on DAA
  • Attended FDP @ Rajagiri School of Engineering & Technology on High Performance Computing & Data Science.

 

Professional Experience

15 years

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