Information Graphs of Statistical Summaries
Structural summaries that encode statistical patterns and dependencies in interpretable graph representations.
Read moreResearcher • Mathematician • Data / AI Engineer
Idriss Olivier Bado
I build reliable software, AI systems, and data platforms for organizations operating in real-world, low-connectivity, and high-stakes environments.
Current focus
Research areas
7
Publications
2
Research notes
2
Projects
2
Research statement
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 research
Research themes and active directions
Topological Feature Engineering
Machine-learning pipelines that use topological features to detect economic regime transitions.
Read moreMathematical Notes in Number Theory
Research notes exploring reduction techniques and additive identities in analytic and arithmetic settings.
Read moreResearch Knowledge Graph Platform
A content infrastructure connecting publications, notes, and technical artifacts into a coherent research system.
Read morePublications
Selected publications
Journal Article • Published
Information Graphs of Statistical SummariesIdriss Olivier Bado
Afrika Statistika • 2025
Preprint • Preprint
Topological Feature Engineering and Machine Learning for Economic Regime Detection in Côte d'Ivoire (1960--2022)Idriss Olivier Bado
Preprint • 2026
Projects
Featured engineering 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.
PythonPyTorchscikit-learnTopological Data AnalysisPostgreSQL
Software EngineeringCompleted
Research Knowledge Graph PlatformA content and research platform architected to manage publications, notes, and professional knowledge in one coherent system.
Next.jsTypeScriptPrismaPostgreSQLNeon
Research areas
Current themes
Number Theory
Arithmetic structure, modular identities, and analytic methods that connect classical number theory to computational modeling.
Topology and Geometry
Geometric invariants and topological structures that reveal continuity, shape, and stability in complex systems.
Topological Data Analysis
Persistent homology and geometric summaries for feature extraction from complex data ecosystems.
Probability & Statistics
Statistical inference, summarization, and probabilistic modeling for uncertain, high-dimensional systems.
Machine Learning
Statistical learning and predictive modeling with a focus on structure-aware, explainable, and rigorous systems.
Data Engineering
Data pipelines, platform design, and scalable systems for reliable scientific and operational analytics.
Artificial Intelligence
AI methods grounded in mathematical structure, reliability, and scientifically interpretable outputs.
Current work
Ongoing research and practice
Mathematical notes
Long-form mathematical writing combining technical argumentation with formal notation and structured references.
Computational methods
Interpretable pipelines for statistical summaries, regime detection, and topology-driven feature engineering.
Research engineering
Production-oriented systems that connect mathematical ideas to reliable, auditable software artifacts.
Professional snapshot
Academic and technical timeline
Research engagement
- 2025 — Publication in Afrika Statistika on information graphs of statistical summaries.
- 2026 — Preprint on topological feature engineering for economic regime detection.
- Ongoing — Research notes and mathematical writing focused on arithmetic and topology.
Engineering practice
- Systems — Data and research platform design with PostgreSQL, Next.js, and Prisma.
- AI — Machine learning and applied AI workflows using rigorous data-driven methods.
- Research software — Scientific content systems and computational tools for data analysis.
Professional profile