AI Researcher & Engineer
IRFAN SADI DHRUBO
Architecting Intelligence for Tomorrow
Bridging the ethereal realm of artificial intelligence with real-world impact.
Carparkly AI Researcher | Epoch One Co-Founder
The Ascension
About Me
I am an AI Researcher at Carparkly, where I architect intelligent systems that push the boundaries of what machines can perceive and understand.
My work focuses on developing interpretable and responsible AI frameworks, particularly in healthcare applications. I believe in building AI systems that are not only powerful but also transparent, fair, and aligned with ethical guidelines.
As a co-founder of Epoch One, BRAC University's independent AI collective, I collaborate with brilliant minds to advance AI research and development, fostering innovation that transcends conventional boundaries.
Divine Arsenal
Skills & Expertise
Artificial Intelligence
AI-Enabled Development
Programming Languages
Infrastructure & DevOps
Research & Analytics
Healthcare AI
Sacred Scrolls
Research & Publications
Advancing Cardiovascular Disease Diagnosis with an Interpretable and Responsible AI Framework
Kazi Sakib Hasan, Irfan Sadi Dhrubo
A machine learning ecosystem developed to enhance CVD diagnosis through early warning systems and specialized diagnostic models. The framework leverages advanced ML techniques including TabNet, TabPFN, and ensemble methods, achieving 89% accuracy while incorporating interpretability tools (SHAP, counterfactuals), fairness mitigation, and uncertainty quantification. Aligned with FDA Good ML Practices and EU Trustworthy AI guidelines.