About Me

Full-Stack Senior Statistician | Data Scientist | ML & AI Professional

KONAN Amani Dieudonné

Professional Biography

With over 13 years of experience across 11 international organizations in 6+ countries, I bring full-stack expertise spanning the entire data-to-intelligence pipeline — from statistical and econometric analysis, through data engineering and architecture, to machine learning, AI systems, and full-stack web application development. Trained as a Statistics & Information Systems Engineer at ENSEA Abidjan and holding a Master's in Statistics & Econometrics from Université Toulouse I Capitole, I have further sharpened my skills through professional certificates from MIT in Data Engineering, AI & Data Science, and a MicroMasters in Data, Economics & Development Policy. My career spans the United Nations system (ITU, IOM, UNHCR, UNIDIR), the International Cocoa Organization (ICCO), the African Export-Import Bank (Afreximbank), Barry-Callebaut, FHI360, ICRAF, and PAC-CI. I specialize in designing enterprise data architectures, building full-stack applications, deploying production-grade AI/ML systems, conducting rigorous econometric analysis, and driving data strategy for complex international organizations.

Technical Skills

AI & Machine Learning

Python / PyTorch / TensorFlow95%
Large Language Models (LLMs) / RAG90%
NLP & Computer Vision88%
MLOps / ML Pipelines92%
Generative AI / LangChain90%

Data Engineering

Azure / Databricks / Spark93%
SQL / PostgreSQL / Oracle95%
ETL / ELT Data Pipelines94%
Lakehouse / Medallion Architecture90%
Power BI / Tableau88%

Statistics & Econometrics

Statistical Inference & Modeling95%
Econometrics (Panel, Time Series, IV)93%
R / Stata / SAS / SPSS92%
Survey Sampling & Design92%
Causal Inference & Impact Evaluation90%

Software & Cloud

Azure Cloud Services90%
Docker / Kubernetes82%
REST APIs / GraphQL88%
Git / CI-CD / DevOps90%
TypeScript / JavaScript / Next.js85%

Strategy & Leadership

Data Strategy & Governance (DAMA-DMBOK)92%
Project Management90%
Team Leadership & Mentoring88%
Stakeholder Communication92%
M&E / Survey Design / KoboToolBox90%

Education

MBA, Specialization in Artificial Intelligence

Nexford University

2026 · USA (Online)

Professional Certificate in Data Engineering, AI & Data Science

Massachusetts Institute of Technology (MIT)

2025 · USA (Online)

Applied AI and Data Science Program

Massachusetts Institute of Technology (MIT)

2025 · USA (Online)

MicroMasters in Data, Economics & Development Policy

Massachusetts Institute of Technology (MIT)

2021 · USA (Online)

Financial Modelling & Valuation Analyst (FMVA)

Corporate Finance Institute (CFI)

2020 · Canada (Online)

Master's in Statistics & Econometrics

Université Toulouse I Capitole

2017 · Toulouse, France

Data Science Specialization Certificate

Johns Hopkins University

2015 · USA (Online)

Ingénieur Statisticien (Statistics & Information System Engineer)

ENSEA (École Nationale Supérieure de Statistique et d'Économie Appliquée)

2012 · Abidjan, Côte d'Ivoire

Bachelor in Statistics & Information Systems

ENSEA (École Nationale Supérieure de Statistique et d'Économie Appliquée)

2009 · Abidjan, Côte d'Ivoire

Certifications

Professional Certificate in Data Engineering, AI & Data Science

MIT · 2025

Applied AI and Data Science Program

MIT · 2025

MicroMasters in Data, Economics & Development Policy

MIT · 2021

Financial Modelling & Valuation Analyst (FMVA)

Corporate Finance Institute · 2020

Data Science Specialization

Johns Hopkins University · 2015

Languages

French

Native

English

Fluent (C1)