Rebuilt every day from my contribution history.
I build machine learning models that have to explain themselves. Most of my work pairs ensemble and gradient boosting models with SHAP and LIME, so the people making decisions in health, climate, supply chain, retail and HR can see why a model says what it says.
| 🔬 Researching | Explainable AI (SHAP, LIME) for socioeconomic and business data |
| 🏢 Building | Buildsign Digital, a digital agency (Founder and CEO) |
| 💼 Working at | Ostad |
| 🎓 Studied | B.Sc. in Computer Science and Engineering, Daffodil International University |
| 🌱 Next | Funded master's study in Data Science and Business Analytics |
| Venue | Paper | Status |
|---|---|---|
| IEEE CSDE 2026 | Ensemble-Based Detection of Global Climate Anomalies Using Surface Temperature and CO₂ Emission Indicators: A Majority-Voting Unsupervised Framework with SHAP Interpretability | ✅ Accepted |
| IEEE CSDE 2026 | Global Diabetes Mortality Analysis: A Reproducible WHO Data-Driven Study of Trends, Regional Disparities, and Prevalence-Mortality Relationships (2000–2014) | ✅ Accepted |
| IEEE i-COSTE 2026 | Sector-Level Emission Intensity Profiling of Supply Chains: A Leakage-Free Machine Learning Approach Using Structurally Independent Predictors | ✅ Accepted |
| IEEE WIECON-ECE 2026 | UERAF: A Unified Framework for E-Commerce Return Prediction, Root Cause Analysis, and Revenue Impact Simulation | ✅ Accepted |
| COMPAS 2026 | Targeting the Persuadable: A Causal Uplift Framework for Budget-Constrained Retail Campaign Optimization | ✅ Accepted |
| iCACCESS 2026 | An Interpretable Ensemble Learning Framework for Predicting Students' Entrepreneurial Intention in Digital Entrepreneurship Education | 🎤 Presented |
Research Paper Humanizer is an evidence-based Claude skill that rewrites AI-assisted research papers so they read as author-written. It lowers Turnitin, GPTZero and Originality.ai scores while keeping every number, citation and technical term unchanged. It is built on peer-reviewed studies of how LLMs write science.
Machine learning and XAI
Data and analysis
Design and build
| 📡 Featured by Grameenphone |
📱 Govt.-certified mobile app developer (EDGE) |
🎨 Fiverr Level 1 UI/UX designer |
🤝 100+ events organized and volunteered |
Open to research collaborations in explainable AI, applied ML and business analytics.
Get in touch