Hello, I'm Nshuti Elise

Research, Data & Geospatial Analytics

Turning Complex Data into Actionable Insights

Nshuti Elise Profile Photo

About Me

I am a data-driven technologist specializing in Data Engineering, Business Intelligence, Geospatial Analytics, and Artificial Intelligence. I work across the value chain to develop insights that drive social and economic impact, with a focus on advancing the digital economy and emerging technologies across the African continent.

Personal Featured Projects

Bank Loan Analytics Dashboard Preview

GDP per Capita and Fertility Rates

This project explores the relationship between a country's GDP per capita and its fertility rates. Using data analysis and visualization, it examines how economic prosperity may influence population growth trends across different nations.

Python Pandas Matplotlib Statistics Data Analytics
Bank Loan Analytics Dashboard Preview

UK Housing and Market Comparison Analysis

This project provides a comprehensive analysis of the relationship between the UK housing market and the FTSE 100 Index. It explores trends, correlations, and performance patterns between the UK real estate sector and stock market indices.

Python Pandas Matplotlib Statistics Data Analytics
Bank Loan Analytics Dashboard Preview

Global Nutrition Insights

Explore the relationship between GDP per capita and malnutrition prevalence worldwide. Our project visualizes data, provides insights, and highlights the socio-economic factors influencing global nutrition and well-being.

Python Pandas Matplotlib Statistics Data Analytics
Bank Loan Analytics Dashboard Preview

Titanic Survival Probability Analysis

An analytical project that predicts the survival probability of Titanic passengers using machine learning and data analysis techniques.

Python Pandas Matplotlib Statistics Data Analytics
Bank Loan Analytics Dashboard Preview

Bank Loan Analytics Dashboard

Comprehensive BI dashboard tracking 38K+ loan applications with funding analysis, DTI calculations, and loan quality metrics using DAX for advanced calculations.

PowerBI Power Queries SQL DAX Data Analytics
Bank Loan Analytics Dashboard Preview

Bank Customer Churn Analysis

In this project, I analyzed customer behavior to understand the factors contributing to churn in a retail bank. Using demographic and transactional data from 10,000 customers, I explored patterns across age groups, account balances, credit scores, and product usage...

PowerBI Power Queries SQL DAX Data Analytics
Bank Loan Analytics Dashboard Preview

Healthcare Power Reliability

Geospatial analysis dashboard assessing power infrastructure risks for healthcare facilities in Rwanda using ArcGIS and spatial analytics

ArcGIS Pro ArcGIS Online SQL Geospatial Analytics Data Analytics
Bank Loan Analytics Dashboard Preview

Healthy Transportation to Work

This dashboard explores means of transportation, commute times, and total workers for one segment of the population, essential workers.

ArcGIS Pro ArcGIS Online SQL Geospatial Analytics Data Analytics
Bank Loan Analytics Dashboard Preview

Health Industry Study

A spatial analysis of Austin’s health industry, highlighting home health businesses, health occupations, sales density, and elderly/disabled populations to reveal insights for policy, investment, and service delivery.

ArcGIS Pro ArcGIS Online SQL Geospatial Analytics Data Analytics

Technical Skills

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Data Science & Analytics

Advanced analytics, machine learning, and statistical modeling to extract insights from complex datasets.

Data Wrangling & Exploration - Python

Statistical Analysis & Hypothesis Testing - A/B testing, confidence intervals, regression analysis

Data Visualization & Storytelling

Translating business problems into analytics workflows.

Business Intelligence

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Machine Learning & AI

Developing and deploying intelligent systems using various machine learning paradigms.

Supervised & Unsupervised Learning

Feature Engineering & Data Preparation

Model Evaluation & Tuning

Deep Learning & Neural Networks

Model Deployment & Monitoring

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Cloud & MLOps

Building scalable data solutions and deploying machine learning models in cloud environments.

AWS Basics

Azure Data Factory

Azure Event Hubs

Azure Synapse Analytics

ETL/ELT

Azure Databricks (Spark)

star and snowflake schemas

Medallion Architecture

Latest Insights

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July 4, 2025 Data Engineering

Data Engineering - Cost Analysis and Architectural

Decisions in an End-to-End Streaming Data Engineering Project (Azure Databricks vs Azure Functions). As data engineers, it’s easy to get caught up in the excitement of solving technical challenges:

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April 15, 2025 AI and Policy

Reducing Energy Losses in Africa with Pragmatic AI: A Policy Brief

This policy brief explores how pragmatic AI approaches can help African utilities and policymakers reduce energy losses through targeted, data-driven actions,

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Sep 20, 2023 Geospatial

How to Master Machine Learning: A Simple Guide for Everyone.

Join me in this comprehensive guide filled with practical tips, insightful hints, and clear guidance to help you confidently navigate this dynamic field.

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Get In Touch

I'm open to new opportunities, collaborations, and discussions about data, technology, and social impact. Feel free to reach out!

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Email Me

enshuti01@gmail.com

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Call Me

+250 785 547 693

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Location

Kigali, Rwanda