• BSc in Computer Science and Engineering
  United International University — 2021 - Present GPA: 3.98/4.0 | Major: Data Science
  Thesis: Translation Tangles: Performance Benchmarking and Bias Detection in LLM-Based Translation Across Language Families and Domains
  Notable Courses: Machine Learning, Digital Image Processing, Data Mining, Bioinformatics, HCI

• Research Assistant
  MIRA, CCDS, IUB — May 2025 – Present
• AI Intern
  Ontik Technology — Mar 2025 – Present
• Undergraduate Researcher
  PRISML Lab, Charles Darwin University — Jan 2024 – Present
• Undergraduate TA
  UIU — Nov 2023 – Jan 2025
• Grader
  UIU — Oct 2022 – Nov 2023

Published

• MosquitoFusion: A Multiclass Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep Learning
  Md. Faiyaz Abdullah Sayeedi, Md Ashiqur Rahman, Fahim Hafiz
  Oral Presentation, Tiny Papers Track, ICLR 2024
• MIMIC: Multimodal Islamophobic Meme Identification and Classification
  S M Jishanul Islam*, Sadia Ahmmed*, Sahid Hossain Mustakim*, Md. Faiyaz Abdullah Sayeedi*, Swapnil Khandoker*, Syed Tasdid Azam Dhrubo*, Nahid Hossain (*Equal contribution)
  Poster Presentation, NeurIPS 2024 (MusIML Workshop)
• ElectroCom61: A Multiclass Dataset for Detection of Electronic Components
  Md. Faiyaz Abdullah Sayeedi, Anas Mohammad Ishfaqul Muktadir Osmani, Taimur Rahman, Jannatul Ferdous Deepti, Raiyan Rahman, Salekul Islam
  Data in Brief, Elsevier Inc.
• A Comparative Analysis for Optimizing Machine Learning Model Deployment in IoT Devices
  Md. Faiyaz Abdullah Sayeedi, Jannatul Ferdous Deepti, Anas Mohammad Ishfaqul Muktadir Osmani, Taimur Rahman, Safrin Sanzida Islam, Md. Motaharul Islam
  Applied Sciences, MDPI (Q1)
• MosquitoMiner: A Light Weight Rover for Detecting and Eliminating Mosquito Breeding Sites
  Md. Adnanul Islam, Md. Faiyaz Abdullah Sayeedi, Jannatul Ferdous Deepti, Shahanur Rahman Bappy, Safrin Sanzida Islam, Fahim Hafiz
  Oral Presentation, IEEE TENSYMP 2024
• BrailleSense: Deep Learning for Braille Character Classification
  Md. Faiyaz Abdullah Sayeedi, Anas Mohammad Ishfaqul Muktadir Osmani, Dewan Md. Farid
  Oral Presentation, ICEEICT 2024
• Fem-Scale: A Data-Driven Approach for Quantifying Degree of Individual Feminism Perspective
  Jannatul Ferdous Deepti, Md. Faiyaz Abdullah Sayeedi, Anayatul Ahad Shoikot, Safrin Sanzida Islam, Anika Tasnim Rodela, Akib Zaman
  Oral Presentation, IEEE InC4 2023

Under Review

• A Review on the Diagnosis of Mental Health Disorders using Artificial Intelligence: The Role of Explainable AI (XAI) and Clinicians in Advancing Research on Mental Health AI
  Arefin Ittesafun Abian, Md. Faiyaz Abdullah Sayeedi, Mohaimeaul Azam Khan Raiaan, Mirjam Jonkman, Sami Azam, Friso De Boer
  Under Review, Artificial Intelligence Review (Q1, IF 10.7), Springer Netherlands
• JailbreakTracer: Explainable Detection of Jailbreaking Prompts in LLMs Using Synthetic Data Generation
  Md. Faiyaz Abdullah Sayeedi, Maaz Bin Hossain, Md Kamrul Hassan, Sabrina Afrin, Molla Md Sabit, Md Shohrab Hossain
  Under Review, IEEE Access (Q1, IF 3.4)

• MosquitoMiner – GitHub Link
  Autonomous rover for detecting and controlling mosquito breeding places.
• MoscProtec – GitHub Link
  AI platform to collect and analyze mosquito-borne disease data and identify mosquito species.
• ProMaS – GitHub Link
  Project management system for budget tracking, resource allocation, and team collaboration.
• UIU Healthcare Management – GitHub Link
  Healthcare management tool with appointment booking and real-time hospital locator.

• 100% Scholarship (11/12 trimesters) – UIU
• Finalist – National Blockchain Olympiad
• Best Poster Award – Final Year Project (Spring 2024)
• Champion – Microprocessor Lab (Summer 2024)
• Champion – Software Engineering (Spring 2024)
• Champion – Python AI/ML Competition 2024 – UIU App Forum
• Champion – OOP Project Show (Fall 2022)
• 1st Runner-Up – Decentralized Edge Blockchain
• 2nd Runner-Up – DBMS (Spring 2023)
• 2nd Runner-Up – System Design (Fall 2023)

• Programming: C, C++, Java, Python
• Scripting: BASH, HTML, PHP, CSS, JavaScript, SQL, LaTeX
• Tools & Platforms: Git, GitHub, Proteus, Logisim, Cisco Packet Tracer, ESP32, Arduino, Raspberry Pi
• ML/DL Libraries: Scikit-Learn, Matplotlib, Numpy, Pandas, Seaborn, Autoviz, Keras, TensorFlow, PyTorch, PyTorch-Lightning