Fateha Jannat Ayrin
Lecturer — Department of Computer Science & Engineering
Fateha Jannat Ayrin
Lecturer
Department of Computer Science & Engineering
Email: fjayrin@gmail.com
Blood Group: A+
Professional Summary
As an educator and researcher, I am passionate about fostering the academic growth of the students and creating an engaging learning environment. I am determined to mentor the students, simplify complex concepts, and inspire critical thinking. My goal is to contribute to the academic community through effective teaching, guidance, and continuous learning.
Education
Bachelor of Science in Engineering (B.Sc. Engr)
Major: CSE
Institute: University of Chittagong
Passing Year: 2022
Master of Science in Engineering (MSc Engr)
Major: Computer Science & Engineering
Institute: University of Chittagong
Passing Year: 0
Academic Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| Bangladesh University of Business and Technology | CSE | Lecturer | 15 Jul 2025 - Till Date |
| Port City International University | CSE | Lecturer | 15 Jan 2025 - 15 Jul 2025 |
Professional Experience
| Institute | Department | Position | Year |
|---|
Journal Papers
Fateha Jannat Ayrin.et al., "Enhancing OCR Post-processing Through Vision-Language Model, " In: Advances in Emerging Technologies and Computing Innovations (ICETCI 2025), in the book series Sustainable Artificial Intelligence-Powered Applications (SAIPA), - 247-253 (2025-01-01) . https://doi.org/10.1007/978-3-031-92854-3_29
Fateha Jannat Ayrin.et al., "An Optical Character Recognition Technique for Extracting Text from Blurred and Low-Quality Images Using TrOCR, " In: 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE 2025), 1-6 (2025-01-01) . 10.1109/ECCE64574.2025.11013065
Fateha Jannat Ayrin.et al., "Consensus with LLMs CoT-Arbitrated Byzantine Fault Tolerance in Network Intrusion Detection, " In: International Conference on Intelligent Data Analysis and Applications (IDAA 2025)-Processing, (2025-01-01) .
Fateha Jannat Ayrin.et al., "Zero-Shot Vision-Language Model Post Processing for Enhanced TrOCR in Blurry Images, " In: International Conference on Computer and Information Technology (ICCIT)-IEEE Publication- 2025 -Processing, (2025-01-01) .
Fateha Jannat Ayrin.et al., "MentalLLM: A Transformer-Based Large Language Model Framework for Depression Detection, " In: 11th IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering 2025 -IEEE Publication- Processing, (2025-01-01) .
Fateha Jannat Ayrin.et al., "Turbulence Blur Text Extraction with Large Reasoning Models Ensemble Attention & Context Engineering, " In: 11th IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering 2025-IEEE Publication- Processing, (2025-01-01) .
Fateha Jannat Ayrin.et al., "Multi-Agent Phishing Detection And Deletion via Small VLM and LLM Reasoning, " In: 5th International Conference on Electrical, Computer & Telecommunication Engineering-IEEE Publication- 2026 -Processing, 1-6 (2026-01-01) . 10.1109/ICECTE69292.2026.11429303
Fateha Jannat Ayrin.et al., "RAG-Enhanced Multi-Model Ensemble for Automated Vulnerability Detection Using SLMs, " In: 5th International Conference on Electrical, Computer & Telecommunication Engineering-IEEE Publication- 2026 -Processing, 1-6 (2026-01-01) . 10.1109/ICECTE69292.2026.11429262
Conference Papers
, "Fine-Tuning Large Language Models for Sentiment Classification of AI-Related Tweets", In: Proceedings of the
IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), Chennai, India
, 2024-12-06 2024-12-07,
, "Deep Learning Analysis of COVID-19 Lung Infections in CT Scans", In: Proceedings of the
International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE), Shivamogga, India
, 2024-05-16 2024-05-17,
, "Fine-Tuning Large Language Models for Regional Dialect Comprehended Question answering in Bangla", In: Proceedings of the
IEEE International Students Conference on Electrical, Electronics and Computer Science (SCEECS), Bhopal, India
, 2025-01-18 2025-01-19,
, "Towards Accurate Renal Micro-Structure Segmentation An Assessment of YOLOv8 and Mask R-CNN Models", In: Proceedings of the
International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), Chennai, India
, 2024-12-06 2024-12-07,
, "Zero-Shot Vision-Language Model Post Processing for Enhanced TrOCR in Blurry Images", In: Proceedings of the
International Conference on Computer and Information Technology (ICCIT), Long Beach Hotel, Coxs Bazar, Bangladesh
, 2025-12-19 2025-12-21,
AWARDS AND RESEARCH GRANTS
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