Applied work
Portfolio
Applied economics and data science: econometrics, machine learning, interactive dashboards and quantitative finance. Filter by field below; each entry opens the full write-up with figures, methods and code.
18 projects
Canada Housing Analytics: Interactive Dashboard Exploring Canada’s rental market with Statistics Canada data (filters by province, time, and indicators). 
Africa Problems Survey: Afrobarometer Round 9 Interactive dashboard of perceived major problems across African countries (Afrobarometer R9). 
Government Revenue Mobilization: UNU-WIDER Interactive visualization of government revenue composition and trends using UNU-WIDER data. 
NVDA 2024: Interactive Technical Analysis Candlesticks, SMA20, Bollinger(20,2), RSI(14) & MACD(12,26,9) on NVIDIA’s 2024 price action. 
TSLA 2024: Heikin-Ashi + Ichimoku + VWAP Heikin-Ashi candles, Ichimoku Cloud, anchored VWAP, Stochastique & OBV (style ggplot2). 
Clustering Student Profiles Using PASEC 2019 Data Dimensionality reduction and unsupervised clustering (DBSCAN + PCA) applied to education data from 14 African countries, revealing student profiles across performance, SES, and school con... 
Mapping Political Violence in Africa (2021–2024) Geospatial analysis of political violence events in Africa using ACLED data, with emphasis on event types and fatalities across regions. 
MACD + SMA Backtesting (2015–2024) Systematic backtesting of a MACD crossover strategy with SMA overlays across multiple assets (TSLA, NVDA, AAPL, MSFT, AMZN). 
Effect of Chinese Financial Flows on Economic Growth Analysis of Chinese financial flows and their impacts on economic growth in 147 countries between 2000 and 2021. 
Business Cycle Decomposition of Canadian GDP Using HP Filter Visual analysis of Canada’s GDP using the Hodrick–Prescott filter to separate long-term trend from short-term cycles. 
Monte Carlo Simulation of a Canadian Stock Portfolio An interactive visualization of 200 possible futures for a Canadian stock portfolio (Shopify, RBC, TD…), simulated using a Monte Carlo algorithm in Python. 
Multidimensional Poverty Comparison in Africa (2011 vs 2018) Comparative heatmap showing changes in deprivation across key development dimensions (health, education, living standards) in African countries. 
Tax Revenue Trends Across Regions Analyzing the evolution of tax revenue trends across five global regions, highlighting actionable insights for policymakers. 
Gender and School Type Differences in Learning Outcomes – PASEC 2019 Exploratory data analysis using PASEC 2019 to examine gender gaps in reading and mathematics across 14 African countries. Socio-Economic Determinants of HIV in Namibia Analysis of factors influencing HIV prevalence in Namibia using the 2013 DHS data. 
Sustainable Water Management in Casablanca Analysis of the challenges of water management in the context of climate change and urbanization in Casablanca. 
Nobel Prize in Economics – A Data Exploration Using Python to analyze Nobel laureates in Economics: age, gender, institutions, and the evolution of research themes. 
AAPL 2022: Interactive Technical Analysis (Light Theme) EMA20/EMA50, Bollinger(20,2), RSI(14) & Volume (thème clair). No project in this field yet.