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Home » Faculty » Mrs. Talekar Rohini
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Mrs. Talekar Rohini

Assistant Professor

Qualification:
B.E(CSE), M.E(CSE), Ph.D (CSE)

Professional Exp.:
7 Years

Registration Number:
2788-190830-155540

Email Address:
rohini.cse@aceec.ac.in

Mobile Number:
7028316811

About

Mrs. Talekar Rohini is a highly qualified professional with an impressive 7 years of teaching experience in the field of Computer Science and Engineering. 

She is working as Assistant Professor in Computer Science and Engineering department at ACE Engineering College (An Autonomous Institution), Ghatkesar, Telangana, India since 2020.

She has published various papers in SCOPUS journal, International Journal, Few papers in International Conference and 4+ Patents in recent years under various research topics in Computer Science and Engineering. 

She is also a member in professional bodies. Her current research interest includes Machine Learning, Artificial Intelligence, Data Mining, IoT, and Generative AI. 

Educational Details

  • Ph.D (Computer Science & Engineering-Pursuing), SR University Warangal.
  • M.E (CSE), Deogiri Institute of Engineering and Management Studies, (DIEMS),  Aurangabad, Maharashtra, India 2019.
  • B.E (CSE), Savitribai Phule Women’s Engineering College (SPWEC), Aurangabad,  Maharashtra 2012.
  • HSC –Raja Shivaji Junior College, Aurangabad – 2008.
  • SSC- Trimurthi High School , Aurangabad – 2006.

Professional Background

  • Assistant Professor , ACE Engineering College, Ankushapur – Nov 2020 to Till Date.
  • Assistant Professor , Holy Mary Institute of Technology and Science, Bogaram – June  2019 to Oct 2020.

Subjects Taught:

  • Operating Systems
  • Computer Networks
  • 5G and IoT Technologies
  • Data Structures 
  • Programming for Problem Solving
  • Python Programming
  • Advanced Python Programming
  • Machine Learning
  • Computer Organization and Architecture
  • OOPS through C++
  • Programming Languages for IoT
  • IoT Communication Protocol

Core Research Domains:

  • Machine Learning
  • Data Mining
  • Artificial Intelligence 

Research Focus:

PhD pursuing on “An Intuitive approach with IBF+IHP model on transfer learning for brain stroke classification and prediction” using Machine learning.

Thesis submitted in August 2025.

Journals and Conferences:

  • Rohini, T. and Praveen, P. 2025.” An Intuitive Approach on Transfer Learning with an IBF+IHP Model for Stroke Classification and Prediction”. Engineering, Technology & Applied Science Research. 15, 1 (Feb. 2025), 19655–19660. DOI: https://doi.org/10.48084/etasr.9031.
  • T. Rohini, P. Praveen and M. Ali Shaik, “Enhancing Stroke Risk Prediction with Stochastic Boosting and Adaptive Grid-based Modeling,” 2025 International Conference on Electronics and Renewable Systems (ICEARS), Tuticorin, India, 2025, pp. 365-370, doi: 10.1109/ICEARS64219.2025.10940256.
  • “Brain Stroke Risk Prediction using Hybrid Bayesian Boosting +Distance-based Interpolative Projections Interventions into Healthcare Proceedings of the International Conference on Intelligent Computing and Control Systems” ICICCS 2025 | Conference paper DOI: 10.1109/ICICCS65191.2025.10985024, EID: 2-s2.0-105007555935, Part of ISBN: 9798331512088, Contributors: Rohini, T.; Praveen, P, Shaik, M.A.
  • Rohini, T.; Praveen, P. “Enhanced Prediction of Brain Stroke Using Machine Learning Techniques: Comparative Analysis of Ensemble Methods”, Lecture Notes in Networks and Systems, 2025 | Conference paper DOI: 10.1007/978-981-96-3652-5_30, EID: 2-s2.0-105012919777, Part of ISBN: 9789819636518, Part of ISSN: 23673370 23673389
  • Rohini, T.; Praveen, P.; Ali Shaik, M. “MDS-ATCN: Multiscale Depth-wise Separable Adaptive Temporal Convolutional Network for Predicting Brain Stroke using MRI images” Proceedings of the International Conference on Intelligent Computing and Control Systems ICICCS 2025 | Conference paper DOI: 10.1109/ICICCS65191.2025.10985564, EID: 2-s2.0-105007516810, Part of ISBN: 9798331512088
  • Mrs. T Rohini, Mr. J Akhil, Mr. V Balaji “EDURA- Roadmap for Engineering students” International Conference on Frontiers in Engineering Science and Technology: Global Perspectives (FESTGP-2025), organized by Elite College of Engineering, Sodepur, Kolkata on 6 & 7 Aug 2025.
  • Mrs. T Rohini, Mr. Damien, Ms. T Sanjana “Smart Attendance Systems” International Conference on Frontiers in Engineering Science and Technology: Global Perspectives (FESTGP-2025), organized by Elite College of Engineering, Sodepur, Kolkata on 6 & 7 Aug 2025.
  • Mrs. Talekar Rohini “Secure Vision- Face Recognition Door Lock System” presented in 2nd International Conference on “Innovations in Science, Engineering and Technology (ISET-2025)” organized by Geetanjali Institute of Technical Studies on 22 and 23 August 2025, Hyderabad, Telangana.
  • “Privacy Protection in Personalized Web Search”, International Journal for Research in Applied Science and Engineering Technology   10.22214/ijraset.2019.6368   2019 Vol 7 (6)   pp. 2191-2196 Author(s):   Ms. Rohini R Talekar, Dr.. Sarika Chavan    Keyword(s):  Privacy Protection Web Search
  • Mrs. T Rohini, Prof. Sarika Solanke “Using Ups Framework in Personalized Web Search” Paper ID: IJSRDV4I40962 Published in: Volume : 4, Issue : 4Publication Date: 01/07/2016 Page(s): 1474-1475.

Patents:

  • Face Detection and Identification in Networked Videos Surveillance Systems using Adaptive Learning Algorithm (2023).
  • Data-Driven Crime Analysis Using Optimized K-Means Clustering (2024).
  • Stroke Risk Prediction Model Utilizing Advanced Statistical and Machine Learning Techniques (2025).
  • A System and Method for Evaluating Robustness and Generalization of Predictive Models in Brain Stroke Prediction for Clinical Practice (2025).

Certified Courses:

  • NPTEL Certification on “Joy of Computing using Python” , Elite+ Silver in 2022.
  • NPTEL Certification on “Introduction to IoT” , Elite+ Silver in 2023.
  • Online Short Term course on “Python Programming for Artificial intelligence” conducted by NIT Warangal in 2022.
  • IP Awareness Training Program on “National Intellectual Property Awareness Mission” on April 2024.
  • Completed 21 days “Masterclass on Raspberry Pi” , conducted by Pantech e Learning Pvt Ltd , 2024.
  • Successfully completed online course on “Python Fundamentals for Beginners” offered by Great Learning.
  • Successfully completed online course on “Functions in Python” offered by Great Learning.
  • Completed course on “Get Started with RPA Development (v2020.10) in 2022.

FDPs & Workshops Attended:

More than 30+ FDPs and Workshops, including:

  • UGC-NEP Orientation
  • Two Week Joint FDP on “AI for Teaching and Learning”, organised by E&ICT Academy, IIT Guwahati in Aug 2025.
  • International Expert talk on Generative AI & It’s Application organised by SR University in 2024
  • FDP on AI/ML  conducted by Swecha Telangana in 2023.
  • FDP on “Research Paper Writing using Tools “, organised by R&D Cell ACE Engineering College in 2024.
  • FDP on “Research Paper Writing and Publishing” , organised by R&D Cell ACE Engineering College in Sep 2024.
  • One week online FDP on “Research and Write with AI Assistance”  conducted by Institute of Public Enterprise (IPE) in Feb 2025.
  • “Python using AI Workshop” conducted by AI for techies in April 2025.
  • FDP on “Next-Gen AI and Machine Learning: Advances in Cybersecurity, Healthcare, and Automation” organised by SR University in Feb 2025.
  • Workshop on “ChatGPT & AI Hacks With MS Office” conducted by Skill Nation im May 2024.