Hello, I'm

Francis
Rudra D Cruze

I'm a

I build real, production-grade AI systems that thousands of people actually use not brittle prototypes or simple chat wrappers. Solving complex problems with AI, and crafting robust software solutions. Bridging the gap between theoretical AI and practical applications.

15+
Publications
1+
Years Exp.
5+
Years Non-profits
Francis Rudra D Cruze
🎯AI Research
💡Problem Solver

Academic Collaborations.

Partnered with leading institutions worldwide

Areas of Expertise

Research Domains.

My research focuses on developing innovative AI solutions that address real-world challenges across multiple domains.

Medical Image & Health

Medical image analysis, segmentation, and diagnostic imaging

Sustainable Research

Sustainable development, smart agriculture, environmental monitoring, and data-driven solutions for resource management.

Sequence & Bioinformatics

Sequential and biological data analysis, including time series modeling, pattern recognition, genomic analysis, protein structure etc.

Computer Vision

Image recognition, object detection, and visual understanding

Publications

Latest Research.

My research focuses on developing innovative AI solutions that address real-world challenges.

Journal
2026

Oral Cancer Diagnosis Using Histopathology Images: An Explainable Hybrid Transformer Framework

Francis Rudra D Cruze, Jeba Wasima, Md Faruk Hosen, Mohammad Badrul Alam Miah, Zia Muhammad, Fuyad Al Masud

MDPI Technologies

Q1 · IF 3.6 · CS 8.5
Journal
2026

XAI-AttBiLSTM: An Explainable Two-Stage Feature Selection Framework with Attention-Based BiLSTM for Gynecological Cancer Risk Module Identification

Mst. Mostary Khatun, Francis Rudra D Cruze, Mst. Amina Khatun, Md Faruk Hosen, Muhammad Shahin Uddin, Monir Morshed

Network Modeling Analysis in Health Informatics and Bioinformatics

Q2 · IF 2.0
Journal
2026

Gene and Pathway Identification in CVD, CKD, and Hypertension: A Bioinformatics and Machine Learning Approach

Francis Rudra D Cruze, Md Faruk Hosen, Mohammad Badrul Alam Miah, A. S. M. Sanwar Hosen

PLOS ONE

Q1 · Under revision

Featured Work

Recent Projects.

A selection of projects that showcase my expertise in AI, machine learning, and software engineering.

HybridCN-NAS: Advanced AI for Leukemia Classification
ResearchFeatured

HybridCN-NAS: Advanced AI for Leukemia Classification

Advanced deep learning system for automated classification of leukemia from blood smear images using HybridCN-NAS architecture with high accuracy and reliability.

PythonPyTorch+3
Advanced AI Techniques for Ovarian Cancer Detection
ResearchFeatured

Advanced AI Techniques for Ovarian Cancer Detection

Advanced deep learning system for early detection and analysis of ovarian cancer from medical imaging with high accuracy and reliability.

PythonPyTorch+3
Advanced AI Techniques for Oral Cancer Detection
ResearchFeatured

Advanced AI Techniques for Oral Cancer Detection

A hybrid deep learning framework utilizing Swin Transformer and Vision Transformer (ViT) with SHAP-based feature selection for high-precision oral cancer detection.

PythonPyTorch+3

Community Involvement

Research & Academic Activities.

Beyond research, I actively contribute to the academic community through various activities.

2nd ICICT Conference Presentation
ICICT-2024

2nd ICICT Conference Presentation

Presenting research findings at international conferences

ICICT-2024

2nd ICICT Conference Presentation

3mT - People Choice Award
Award

3mT - People Choice Award

Receiving recognition for 3 minute thesis presentation

Award

3mT - People Choice Award

Meet the Alumni-2024
Speaking

Meet the Alumni-2024

Sharing knowledge at academic events and workshops

Speaking

Meet the Alumni-2024

Poster Presentation Award
Award DIU-DoR

Poster Presentation Award

Receive 3rd position in poster presentation

Award DIU-DoR

Poster Presentation Award

Giving Back

Non-profit & Volunteering.

Committed to making technology accessible and mentoring the next generation of developers.

Daffodil International University
2023

Organizing Secretary, CIS Club

Daffodil International University

Organize different programming contest, arrange workshops.

Golla Mission Jubo Sangha
2017 - 2022

General Secretary

Golla Mission Jubo Sangha

Served in multiple leadership roles, including Volunteer (2017–2018), Selected Member (2018–2019), Information & Communication Secretary (2019–2022), and General Secretary (2022–Present), with active contributions to youth, community, and church development initiatives.

12+
Events Organized
10+
Volunteers Team Led
3+
Organizations Collaborations
Open for Collaboration

Let's Collaborate.

I'm always interested in discussing new research opportunities, collaborations, or innovative projects. Whether you have a question or just want to say hi, feel free to reach out!

or reach me directly at [email protected]