Academic Experience:
- B.Sc. in Computer Science and Engineering (CSE)
Military Institute of Science and Technology
Date of Graduation: March 2024
Awards/ Honor’s:
- Received MIST Dean’s List of Honor, 2022 & 2023.
- Received University Merit Scholarships.
- Selected in Microsoft’s startup acceleration program “Microsoft for Startups Founders Hub” in 2023, gaining access to $1,000 in Azure credits and $2,500 in OpenAI credits, along with other technical benefits and business resources.
- 15th in BUET Inter-University Capture the Flag.
- 35th in MIST LeetCon 2023: HackMeIfYouCan.
- Achieved 18th position out of 70 teams in the ML Olympiad - CO2 Emissions Prediction Challenge, Kaggle, 2024.
- Achieved 85th position out of 240 teams in the Robi Datathon 3.0 Qualifier, Kaggle, 2024.
- Selected in Top 10 teams at Inter-University Hackathon, BUET CSE Fest, 2023.
Academic Projects:
- Health AI - A Personal Healthcare Companion App: A personal healthcare companion app featuring a dedicated hardware device. Key features include an AI-based chatbot for symptom analysis and disease detection. Built using Flutter, Firebase, and Azure. Affiliated with Microsoft for Startups Founders Hub.
- Bangla Legal Document Summarization: A natural language processing system to summarize Bangla legal documents.
Tools and Techniques: BLTK, TF-IDF, TextRank, LexRank, Clustering TF-IDF, Google T5 (Transformer), Google Gemini (LLM), and Streamlit.
- YouTube News Video Textual Summarization using T5 and SpaCy: Two system pipelines to summarize any YouTube News video using only the video link as input.
Tools and Techniques: NLP, Google T5(Transformer), SpaCy, Rouge.
- Social Media Monitoring for Disaster Alert and Location Detection: Analyzing social media posts to determine whether there is a real disaster or not and detecting the location of the disaster.
Tools and techniques: NLP, BERT (transformer), SpaCy, LSTM, Web Scrap.
- MIST Data Archive: A departmental website to archive the thesis, projects, and achievements of the students developed by using HTML, CSS, Bootstrap, Javascript, PHP, and MySQL.
- Hall Management System: A website to manage students' hall information, bills, and meals developed by using HTML, CSS, Bootstrap, JavaScript, PHP, and Oracle.
- Gamebuzz: A gaming blog site developed with HTML, CSS, Bootstrap, Javascript, and Firebase.
- Virtual ATM: A simple virtual ATM GUI developed using Java Swing.
- Hand Gesture Controlled Car: A car that can be controlled using hand gestures by transmitting signals through Wi-Fi using Arduino.
Non- Academic Projects:
- Search Algorithm Visualization: A 2D grid-based search algorithm visualization application to visualize various searching algorithms like BFS, DFS, Dijkstra, and different A* Search Algorithm variations. Built using HTML, CSS, Bootstrap, Javascript, NodeJs, and Express.
- PPD Coach: A mobile application for Research Project to detect Postpartum Depression in mothers using traditional and Machine Learning approaches.
Tools and techniques: Flutter, Dart, Firebase, TensorFlow Lite, EPDS, Custom Questionaries.
- Bilingual spam SMS detection: Detecting spam SMS in both Bangla and English language.
Tools and techniques: NLP, mBERT (Transformer), RoBERTa (Transformer), FastText, Stacking (Ensemble).
Research Interests:
Research Domain: Natural Language Processing, Machine Learning, Deep Learning, Data Science, Human-Computer Interaction, Computer Vision.
Conference Publications:
Journals:
- Application of phi (ϕ), the Golden Ratio, in Computing: A Systematic Review
Authors: M. Akhtaruzzaman, Jamal Uddin Tanvin, Amir A. Shafie, Fahim Shahryer, Sachitra Haldar
Journal: IEEE Access, 2024, Scopus (Q1), (IF: 3.4, H-Index: 242, SJR: 0.96)
DOI: https://doi.org/10.1109/ACCESS.2024.3522206
- Modeling a fuzzy expert system for predicting customers’ behavioral intention for restaurant business through parallel prediction of perceived values and satisfactions
Authors: M. Akhtaruzzaman, Fahim Shahryer, Sachitra Haldar, Jamal Uddin Tanvin
Journal: International Journal of Information Technology, 2024, SCOPUS(Q2), (IF: 3.07, H-Index: 34, SJR: 0.705)
DOI: https://doi.org/10.1007/s41870-024-02217-x
International Conference Articles:
- Proposing and Evaluating a Modified Keyboard Layout for One-Handed Users
Authors: Mohiuddin Bilwal, Sayedul Abrar, Jamal Uddin Tanvin, Zinia Sultana, Rafi Md Ragib Shahriar, Md. Mostafizur Rahman, Muhammad Nazrul Islam.
Conference: 2024 27th International Conference on Computer and Information Technology (ICCIT) 20-22 December 2024, Cox’s Bazar, Bangladesh
- Bilingual SMS Spam Detection using Deep Ensemble Learning
Authors: Hafsa Sultana, Jamal Uddin Tanvin, Fairooz Tasnia, Nusrat Sharmin
Conference: 2024 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) 06-07 December 2024, Chennai, India
- Advancing Bilingual SMS Spam Detection: A Comparative Exploration of Machine Learning and Deep Ensemble Techniques
Authors: Hafsa Sultana, Jamal Uddin Tanvin, Nusrat Sharmin, Mohammad Shamsul Arefin, Md. Mahbubur Rahman Rahman
Conference: 2024 IEEE 3rd International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things (RAAICON) 29-30 November 2024, IRAB, Dhaka, Bangladesh
- An AI-NLP based Interactive Chatbot Model for Patient Prescreening at Doctor’s Consultancy
Authors: Sachitra Halder, M Akhtaruzzaman, Jamal Uddin Tanvin, Muhammad Rifat Islam, Md Tausiful Haque
Conference: International Conference on Innovations in Science, Engineering and Technology 2024 (ICISET 2024) 26-27 October 2024, IIUC, Kumira, Chattogram, Bangladesh.
Remarks: Best Paper Award in Data Science and Big Data Analytics Track
- Azure Health Bot based Support System for Personal Healthcare and Monitoring
Authors: Jamal Uddin Tanvin, Nurshat Fateh Ali, Muhammad Rifat Islam, M Akhtaruzzaman, Hosney Jahan, Md Abdus Sattar, T Gopi Krishna, Ramisha Fariha Baki, Md Shofiqul Islam.
Conference: 3rd International Conference on Computing Advancements - ICCA 2024 October 17-18, 2024, AIUB, Dhaka
- ROUGE Score Analysis and Performance Evaluation Between Google T5 and SpaCy for YouTube News Video Summarization
Authors: Nurshat Fateh Ali, Jamal Uddin Tanvin, Muhammad Rifat Islam, Jubair Ahmed, M. Akhtaruzzaman
Conference: 26th International Conference on Computer and Information Technology (ICCIT) 13-15 December 2023, Cox’s Bazar, Bangladesh.
DOI: https://doi.org/10.1109/ICCIT60459.2023.10441408
Professional Experience:
- Research Assistant, Department of CSE, Military Institute of Science & Technology (MIST)
Duration: November 2024 – Present
- Industrial Attachment, Technology Division, Robi Axiata Limited
Duration: January 2023 – February 2023
Technical Skills:
Programming Languages: C/C++, Python, Java
Typesetting Language: LaTeX
Web & App Development:
Frontend: HTML, CSS, Bootstrap, JavaScript
Backend & Database: PHP, Oracle, MySQL, Firebase
Mobile App: Flutter, Dart
Machine Learning Environment: Google Colab, Kaggle, Hugging Face, Microsoft Azure.
Microcontroller Platforms: Arduino, ESP32
Project Management & Presentation: Microsoft Project, Microsoft PowerPoint, Microsoft Visio
Graphics Software : Blender, Adobe Photoshop, Adobe Premiere Pro
Soft Skills: Adaptability, Research, Empathy, Teamwork, Listening, Problem-solving
Other Technical Knowledge: Tech Support, Troubleshooting, Technical Writing
