Brief Profile:

Mrs. Novy Jacob, Completed PhD in the School of Computer Science and Engineering  from Vellore Institute of Technology, Vellore, India-2026. She received her M. Tech Degree in Computer Science and Engineering from St. Peters Engineering College , Hyderabad in 2013 and  received her B. Tech degree in Information Technology from Ilahia College of Engineering and Technology, Kerala in 2007. She has 14 Years of Teaching Experience ,Her areas of interest are machine learning, Natural Language Processing ,data analytics and data mining,Federated Learning.

Educational Qualification:

• PHD Pursuing, VITU VELLORE-COMPUTER SCIENCE AND ENGINEERING.

• M.TECH SPEC,JNTU,HYDERABAD-COMPUTER SCIENCE AND ENGINEERING

• B.TECH ICET,MGU,KERALA-INFORMATION TECHNOLOGY

Experience:14 Years

• Working as Assistant Professor (Artificial Intelligence & Machine Learning) in CMR Institute of Technology, Bangalore from 11/09/2023 to till date.

• Worked as Assistant Professor (CSE & Information Technology) in Malla Reddy Engineering College, Hyderabad from July 2014 to April 2022. 

•  Worked as Assistant Professor (Computer Science) in Pulla Reddy Institute of Technology, Wargal since July 2011 to June 2014.

• Worked as Assistant Professor (Computer Science) in CMR Engineering College, Hyderabad from July 2009 to June 2011

•  Worked as Computer Science Faculty in Nest Chamber, Alwaye, Kerala from August 2007 to June 2009. 

Areas of Teaching Interests:

• Data Base Management Systems, 

• Data ware Housing &Data Mining, 

• Java Programming,

•  Operating Systems,

•  Object Oriented Analysis & Design ,

• Software Testing Methodologies,

•  C Programming

• Machine Learning. 

• Natural Language Processing.

• Information Retrieval

Subjects Handled:

1.Operating System-https://drive.google.com/drive/folders/1P01lRZQ2LmK6O9iTKtiJwAAmCA7u_pdt?usp=drive_link

2.OS Lab-https://drive.google.com/drive/folders/1LSR55CDc_QizEPPQ8FJRlkGKbmiGSxkQ?usp=drive_link

3.Natural language Processing- https://drive.google.com/drive/folders/1nLcELV_pj9DQ6m6MU7nK7bEIjS-6MMVS?usp=drive_link

4.Natural language Processing Lab- https://drive.google.com/drive/folders/1-QYcDBtfL34IM8JYyfHMUbB_mzJ8EbIB?usp=drive_link

EVEN SEM

3.1-BAI601-NLP-https://drive.google.com/drive/folders/1xEnPdU-06s5LT3YtdGVQrka7sp_MhTlc?usp=sharing

4.Artificial Intelligence  lab- https://drive.google.com/drive/folders/1lAeaDH9P6TBzath1bFIBGa_VIGC2BkRT?usp=drive_link

5.Information Retrieval-https://drive.google.com/drive/folders/1O1qR_CjZ6xz8z4c0xccovKHnBVYhGBA9?usp=drive_link.
ODD SEM-     https://drive.google.com/drive/folders/11CsQ7-rmbGiuzYhiPgqK0xkaUt5WGG7C?usp=drive_link

5.1-Information Retrieval-https://drive.google.com/drive/folders/11CsQ7-rmbGiuzYhiPgqK0xkaUt5WGG7C?usp=sharing

6.Computer Network Lab- https://drive.google.com/drive/folders/1_LFor7h90fiXj7Mr20MDBYDFb_AP6qyR?usp=drive_link

Areas of Interest in Research: 

• Text Mining,

•  Data Analytics,

•  Social Networks,

•  Machine learning.

• Natural language Processing

• Federated Learning.

• Deep Learning.
  
  

Paper Publications:

• Published Paper on Proceedings of International Conference titled- Obesity Level Classification Using BAT Optimized Random Forest.(ICRIC 2024) 

• Published paper on Soft Computing and signal Processing (ICSCSP 2024) titled-A cost effective system for Monitoring the Quality of Air and its Purification in closed spaces.

• Published paper on Convolutional Neural Network with Dual Penalty -Elastic Net and Federated Learning Method for Multimodal Emotion Recognition.International Journal of Intelligent Engineering and Systems 

• Published Paper on IEEE Access on Title "Sentiment Analysis Using Improved Atom Search Optimizer With a Simulated Annealing and ReLU Based Gated Recurrent Unit" 10.1109/ACCESS.2024.3375119 

• Adaptive Fog Computing Framework (AFCF): Bridging IoT and Block chain for Enhanced Data Processing and Security, Submission ID: 2299515199

• Growing Trends in Indian Farming using Internet of Things (IoT),2019/12 ,International Journal of Engineering and Advanced Technology’ ,Volume 9 Issue 2 Pages 4360-4364

• LOCALIZATION IN WIRELESS SENSOR NETWORKS USING REACH CENTROID ALGORITHM. Bonfring international journal of networking technologies and applications, vol. 5, no. 2, april 2018. 

• UNIFORM EMBEDDING FOR EFFICIENT JPEG STEGANOGRAPHY. International journal of research in advanced computer science engineering, 2016. 

• PRIVACY GRID SYSTEM FOR LOCATION BASED SERVICES. ICCSPCIT, ISBN 978-93 – 83038-45- 9. 2016 

• The paper “ AN EFFICIENT DETECTION OF CUT BASED STRATEGY IN WIRELESS NETWORK” published in the International Journal of Reviews on Recent Electronic and Computer Science (IJRRECS) in 2013.

Links to your Scopus, Research gate and Google Scholar profiles :

• ORCID ID-0000-0001-5372-0763

• <a href="https://www.researchgate.net/profile/Novy-Jacob">Novy Jacob on ResearchGate</a><a href="https://www.researchgate.net/profile/Novy-Jacob">Novy Jacob on ResearchGate</a>

Patent:

• A Patent titled “An Automated System for Assisting Person of Medical Needs” , Along with other co-inventors in MRCET IT department is submitted and published in 2018. 

• A patent titled "Artificial Intelligence-Based Human Detection System Integrating PIR Sensor, IR Camera, and Ultrasonic Sensor" Filed and Published in 03/05/2024.

• A patent titled "Advanced Portable Life Saver Kit for Transporting Medicines and Organs" Filed 16/05/2024.

• A patent titled " Smart Portable Server" Filed on 19/06/2024.

• A patent titled  "Adaptive AI-Driven Smart Charging Network for Electric Vehicles with Dynamic Energy Redistribution is filed and published on 31/1/2025

• A patent titled Smart IoT Spike Buster is filed and published on 28/03/2025 

• A patent titled Context-Aware Mood Sensing Smart Home System with Multi-Device Control and Voice Integration Based on Full-Face Recognition filed on 28/4/2025.

• A patent Titled THERMOSWITCH COOLING AND HEATING WATER BOTTLE filed and published on 19/09/2025 

• A patent Titled Automating Blue Book Evaluator filed on 2025/10/11

• A patent Titled TRIPWISE: Intelligent Multimodal Trip Planning System filed on Date 2025/08/29

• A patent Titled THERMOSWITCH COOLING AND HEATING WATER BOTTLE filed and published on Date 19/09/2025 

• A patent Titled Automating Blue Book Evaluator  filed and published on Date 14/11/2025 

• A patent Titled AI-Augmented Scrum Master Assistant for Automating Stand-Up Meetings filed on Date 2025/11/07

Events Attended:

• NPTEL Introduction to Large Language Models (LLMs) certified on 22nd October 2025.

• NPTEL Python for Data Science certified on 18th October 2025.

• NPTEL Introduction to Machine Learning  certified on 26th April 2025

• Certified AI & Gen Ai with Industry Application on 16th -22nd July 2025

• Certified 5 day FDP on Power BI on 4th -8th Nov 2024

• Certfiied 6-day FDP on Customer Interaction on 8th Jan 2025.

• Certified Master class series under IP Utsav 21st-26th  April 2025

• Certified Training on NVIDIA Deep Learning Fundamentals on 16-17th April 2025

• Completed Innovation Ambassador Foundation  Training.

• Attended 5 Days FDP on PowerBI and Certified held on CMRIT 4/11/2024-8/11/2024.

• P3 Java Certification Completed.

• Attended conference on  AI & Gen Ai with Industry Application in Cornad Bengaluru(16th July 2024-22nd July 2024).

• NPTEL-Big Data Computing(12 weeks)-( 19th August 2024-26th October 2024)-achieved ELITE certificate.

• Certified STTP on Mastering Bigdata with Apache Spark -2024   -. 18/3/2024 - 22/3/2024       

• Certified Excelr-Data Analytics using Power BI and Tableau -    15/2/24- 22/2/24 

•  Certified Data Visualization Using Tableau” -1/4/24  -5/4/24     

• CLOUD COMPUTING & DISTRIBUTED SYSTEMS   -5 Days FDP  during 22/1/24-27/4/2024       

• 5.UHV  Certified under AICTE,VTU  during 15/3/24  -20/3/24

• Attended a Two Days Faculty Development Program on Machine Learning Techniques & R Programming” held on 11-12th June, 2018 at Malla Reddy College of Engineering and Technology, Hyderabad.  

• Attended a Two Days Faculty Development Program on Big Data Analytics held on 12-13 June, 2018 at Malla Reddy College of Engineering and Technology, Hyderabad.  

• Attended a Two Week Workshop on Introduction to Design of Algorithms conducted by IIT Kharagpur from 27th April to 30th May, 2015 at Malla Reddy College of Engineering and Technology, Hyderabad.  

• Attended a Faculty Development Program on IBM Bluemix, on 27th November, 2015 at Malla Reddy College of Engineering and Technology, Hyderabad. 

•  Attended a Two Days Faculty Development Program on Cloud Computing held on 6-7 August, 2016 at Malla Reddy College of Engineering and Technology, Hyderabad.  

• Completed a workshop on High Impact Teaching Skills(Mission 10x) in MLR College 

Responsibilities:

• I & E Head  of AIML Dept under  IIC Council.

• Working  as Class In charge of 3rd sem A section at AIML Department -CMRIT

• Working as a TYT coordinator in AIML Department -CMRIT.

• Website Coordinator at IT Department -MRCET.

•  FACEBOOK-TWITTER Coordinator at MRCET.

•  Actively Involved in Placement Drives at MRCET. 

•  Worked as Class In charge at CSE & IT Department- MRCET, PRIT.

•  Worked as Mentor for B. Tech students at MRCET, PRIT.

•  Guided B. Tech and M. Tech projects.