Projects / Case studies

Turning complexity
into clarity.

Selected work across local AI, regional data systems, digital services, knowledge management and web development.

01

Artificial intelligence / RAG / Knowledge management

COAR
Intelligence Box

Problem

Reviewing Country Office Annual Reports requires navigating a large body of structured and unstructured knowledge.

Approach

A 100% local Retrieval-Augmented Generation solution for ingestion, chunking, embeddings, semantic search and AI-generated review.

Technology

Ollama · Qdrant · FastAPI · React · Python · Vector search

Impact

Question reports, compare against UNICEF guidance and identify gaps without sending knowledge to the cloud.

02

Local AI / Privacy / Knowledge management

Local Personal
Assistant RAG

Local documents↓Knowledge base↓Semantic search↓Local LLM↓Response

A privacy-first local AI assistant designed to retrieve and generate responses exclusively from locally stored knowledge.

FastAPI · Python · React · Ollama · Qdrant · SQLite
03

Digital impact / Data / Power BI

INVENT

Regional focal point for a platform supporting digital initiatives across 24 countries in WCARO, with emphasis on data quality, standardization, Power BI dashboards, coordination and knowledge management.

Data quality · Power BI · Regional coordination
04

Power Platform / Digital services

Visa Travel App

A digital recommendation flow connecting nationality and destination to required travel documents, built with Power Apps, SharePoint and Power Automate.

Power Apps · SharePoint · Power Automate
05

Web development / UX/UI / Drupal

UNICEF HOPE
Website

Responsive, multilingual and accessible web delivery with low-bandwidth optimization, advanced search, security and UNICEF standards.

Drupal · Acquia Cloud Enterprise · HTML · CSS · JavaScript
06

Web / Mobile / Digital innovation

Grand Magal de
Touba Platform

Official website, continuous updates, hybrid Android/iOS application, live monitoring and large-scale event digitalization.

Web · Mobile · Live monitoring