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T.Ratnamala

Assistant Professor & HOD

Qualification:
B.Tech(CSE),. M.Tech(CSE), (Pursuing Ph.D)

Professional Exp.:
6 Years

Registration Number:
2140-190111-154423

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

Mobile Number:
9963632968

About

Ratnamala is a dedicated academic and researcher in the field of Computer Science and Engineering, with 6 years of teaching and research experience. She has contributed to undergraduate education through her expertise in Deep Learning, Natural Language Processing, Artificial Intelligence, and Machine Learning. 

Her academic journey reflects a strong commitment to research and innovation, focusing on Large Language Models (LLMs) and their optimization for real-world applications. She has authored multiple journal publications, conference papers, and patents, showcasing her passion for solving practical challenges with advanced technology. 

Educational Details

  • Pursuing Ph.D in Computer Science & Engineering, JNTUH College of Engineering, Hyderabad 
  • M.Tech (CSE), JNTUH-SIT College of Engineering, Hyderabad –2015 ● B.Tech (CSE), G.Narayanamma Institute of Technology and Science, Hyderabad-2012 
  • Intermediate, Siddhartha Junior College,Vikarabad–2010 
  • SSC, Chaitanya High School,Vikarabad–2008 

Professional Background

  • Assistant Professor & HOD, ACE Engineering College, Ankushapur – January 2019  to Till Date 
  • Software Intern &Developer , HA Solutions , Hyderabad – 2017 to 2018

Subjects Taught:

  •  Advanced Python Programming 
  •  Python programming 
  •  Computer Networks 
  •  Programming For Problem Solving through C 
  •  C Programming and Data Structures 
  •  Scripting Language
  •  Discrete Mathematics 
  •  Operating Systems Lab 
  •  Data Structures Using C

Core Research Domains:

  • Deep Learning 
  • Natural Language Processing 
  • Artificial Intelligence and Machine Learning 

Research Focus:

My research area on advancing Natural Language Processing (NLP) through the development and optimization of Large Language Models (LLMs), with an emphasis on scalable architectures, efficient training strategies, and improving interpretability for real-world applications. 

Journals and Conferences:

  •  International Journal on Blood Type Detection Using Image Processing Vol. 04, Issue 05, May 2024, pp: 298-310 (IJPREMS) 
  •  International Journal on Lane Line Detection in Challenging Foggy Conditions Vol. 04, Issue 05, May 2024, pp: 371-377(IJPREMS) 
  •  International Journal on Comparing the Characteristics of Blockchains via 
  • Building an NFT Marketplace – A Survey (IJETMS) DOI:10.46647/ijetms.2022.v06i06.087 ISSN: 2581-4621 
  •  International Journal on Adaptive Diffusion of Sensitive Information in Online Public Networks, DOI:10.46647/ijetms.2022.v06i06.094,(IJETMS) 
  •  International Journal on Dual Access Control for Cloud-Based Data Storage and Sharing, Volume 5, Issue 3 March 2023, pp: 92-94 (IJAEM) 
  •  International Journal on Artificial Intelligence-Based Cyber Security Threats 
  • Identification in Financial Institutions Using Machine Learning Approach ISSN:2455-6211,vOLUME 12,Issue 4,April-2024(IJARESM)
  •  International Journal on Bone Fracture Detection Using Deep Learning Vol. 05, Issue 02, February 2025, pp : 48-53 (IJPRESM) 
  •  An Automatic Plant Watering System Using NodeMcu ESP8266 and Blynk ISSN: 2581-9429 Volume 5, Issue 9, May 2025 (IJARSCT) 
  •  Devspace: A Social Hub for Developers to Connect, Share and Grow 
  • Professionally Using Generative AI, Volume: 09 Issue: 06 | June – 2025 ISSN: 2582-3930 (IJSREM) 

Patents 

  • Data Driven Crime Analysis Using optimised K-mean Clustering 2024 2. A Rainwater Harvesting System With Downspout Diverter 2023 3. Artificial Intelligence Protection Measures Against AI Attacks 2023 4. A Computer-Implemented System and Method for Evaluating Websites Based on User Opinions and Sentiments 2023 

Certified Courses:

  • Elite + Silver Certification by NPTEL “Joy of computing Using Python” ❖ Elite + Silver certification by NPTEL on “Introduction to Programming in C” ❖ Elite certification by NPTEL “ Programming , Data Structures and Algorithms using Python” 
  • Elite + Silver certification by NPTEL “ Python for Data Science” ❖ Elite certification by NPTEL “Problem Solving Through Programming in C” ❖ Elite certification by NPTEL “Introduction to Machine Learning” 

FDPs & Workshops Attended:

More than 15+ FDPs and workshops, including: 

  • NPTEL FDPs on Data Science, Python,Machine Learning,Data Structures ● FDP on Data Science held by TASK-EXCELR 
  • UGC-NEP Orientation 
  • ICT Academy, AICTE workshops on RPA 
  • FDP on Deep Learning in GNITS 
  • Data Science And its Application in Andhra University 
  • Attended NIPAM program in 2023