2025
Journal article
Information Graphs of Statistical SummariesStructural summaries that encode dependency and statistical pattern in interpretable graph form.
Mathematics · Statistics · AI
Idriss Olivier Bado
My work connects mathematical reasoning, machine learning, and software engineering to solve real problems in data, institutions, and decision systems. I focus on explainable AI, statistical rigor, and scalable architecture to build tools that are both technically strong and operationally useful.
Selected work
View allRecent research and writing
Details
2026
Preprint
Topological Feature Engineering for Economic Regime DetectionA study of structural change detection through topology, statistics and machine learning.
2025
Research note
Goldbach Reduction NotesA working note on additive reduction and arithmetic structure in analytic settings.
Research directions
Core themes
Arithmetic and Number Theory
Questions of additive structure, analytic reduction, and arithmetic identities in mathematically grounded settings.
Topology and Geometric Methods
Persistent structure, continuity, and invariants as tools for understanding complex systems.
Topological & Statistical Data Analysis
Feature extraction, regime detection, and model interpretation in data-rich scientific contexts.
Machine Learning & Research Engineering
Scientific ML workflows, reproducible pipelines, and reliable computational infrastructure.
Latest writing
All notesResearch notes
Number Theory
Goldbach Reduction NotesMar 12, 2025
This note studies additive decompositions through a reduction framework and explores structural identities relevant to Goldbach-type questions.
Number Theory
Fifth Power Taxicab EquationJan 6, 2026
This note explores structural identities and computational patterns in the study of fifth-power taxicab-type equations.
Scientific projects
View allSelected technical work
Machine LearningActive
Topological Regime Detection for Economic SignalsA pipeline combining topological data analysis and machine learning to understand economic transitions and structural regime changes.
Software EngineeringCompleted
Research Knowledge Graph PlatformA content and research platform architected to manage publications, notes, and professional knowledge in one coherent system.
Biography
Professional profile
Idriss Olivier Bado works at the intersection of software engineering, applied mathematics, data science, and institutional AI. He designs backend systems, full-stack products, analytics platforms, and ML workflows that are grounded in rigor, maintainability, and operational reliability. His experience spans public-sector software, mobile-money systems, industrial data infrastructure, and research-driven analytics.
More about me