Sarder Junaid Ahmed
Data Scientist & Machine Learning Engineer
Transforming complex data into strategic decisions through rigorous statistical modeling and production-ready machine learning systems. Specializing in predictive analytics, causal inference, and building explainable AI solutions for real-world impact.
Technical expertise
A full-stack data science skillset grounded in statistical rigor and engineering best practices.
Featured projects
Real-world machine learning systems with measurable outcomes and rigorous validation.
Economic Development Classifier
Machine learning system classifying 150+ countries using World Bank indicators. Addressed high-dimensionality through principled feature selection.
98.3% Accuracy150+ Countries
Crime Classification & Fairness
Ensemble system for 6-class crime prediction with fairness-aware approach to class imbalance.
93% AccuracyEnterprise Survey EDA
Rigorous exploratory analysis on 55,620 records across 117 industries with ANOVA validation.
55,620 RecordsHousing Market Analysis
Statistical modeling and prediction of housing prices with feature importance and regression diagnostics.
RegressionProfessional experience
- Conduct mathematical research for peer-reviewed publications
- Apply probabilistic frameworks to computational science problems
- Led ML analysis and statistical inference for lab-wide initiatives
- Mentored junior researchers on Bayesian methodology
- Mentored 50+ students in Mathematics and ML fundamentals
- 5 students achieved perfect GPA (5.00/5.00)
Tools & technologies
Languages
ML & Data
Visualization
DevOps
Honors & awards
Let's discuss your project
Open to Data Scientist, ML Engineer, and Analyst roles worldwide.
📄 Download CVIELTS 7.0 · Bangladeshi · Dhaka · Remote/Relocation