Energy Management Dashboard
Delivered a production energy management dashboard that enabled the startup to monitor consumption patterns and optimize energy usage across facilities.
Flagship Projects
Our highest-impact projects that showcase the depth and breadth of our capabilities.
Energy Management Dashboard
An energy startup needed a production-grade dashboard to monitor and manage energy consumption in real time, replacing manual spreadsheet-based tracking.
BigQuery ETL Pipeline (5TB+ Daily)
A marketing analytics firm needed to ingest and preprocess over 5TB of location-based mobile data and vehicle data daily from multiple providers to inform client campaigns.
30+ Web Scrapers & Data ETL Pipelines
Multiple clients across industries needed automated data collection and processing from diverse web sources — financial data, healthcare records, real estate listings, energy markets, and more.
Global Violence Incident Detector
A humanitarian organization needed an automated system to identify incidents of violence across 80 countries from news and data feeds, replacing manual monitoring.
Complete Project Library
Browse all delivered projects by industry.
Energy Management Dashboard
Delivered a production energy management dashboard that enabled the startup to monitor consumption patterns and optimize energy usage across facilities.
BigQuery ETL Pipeline (5TB+ Daily)
Successfully processing >5TB of location and vehicle data daily, enabling the client to run data-driven marketing campaigns with precise audience targeting.
30+ Web Scrapers & Data ETL Pipelines
Delivered 30+ production-grade data pipelines serving clients in financial services, healthcare, energy, real estate, and news media industries.
Global Violence Incident Detector
Deployed system automatically monitoring 80 countries and sending real-time alerts when violence incidents are detected, dramatically reducing response time for humanitarian interventions.
UK Clinic Booking Automation
Eliminated manual scheduling overhead, reduced double-bookings to zero, and enabled patients to book appointments instantly through an automated system.
Tuberculosis Market Size Forecasting
Delivered market size models and 5-year forecasts that informed investment decisions and distribution strategy for TB products across South Africa.
Global SGBV Funding Dashboard
Unified funding visibility across 50 countries and 20 organizations, enabling data-driven allocation decisions and gap identification in SGBV response funding.
US Election Data Analysis Dashboard
Delivered an interactive web application enabling the political group to explore voting patterns, identify swing districts, and compare performance against historical trends.
Zimbabwe 2018 Election Statistical Analysis
Analysis was presented among evidence challenging the election outcome in Zimbabwe's Supreme Court — one of the highest-impact applications of data science in political accountability.
E-commerce Product Intelligence Warehouse
Delivered a centralized product intelligence warehouse enabling real-time competitor pricing analysis and market trend identification.
Marketing Funnel Analytics ETL
Automated marketing analytics pipeline delivering unified funnel reporting across multiple platforms, eliminating hours of manual data gathering.
Sports Odds & Predictive Analytics
Built a comprehensive sports data aggregation system processing live odds and scores from 3+ platforms, enabling data-driven predictive modeling.
German Healthcare OSM Data ETL
Produced a comprehensive geospatial dataset of healthcare facilities (hospitals, clinics, pharmacies) across Germany from OpenStreetMap data.
Azure Synapse Data Quality Framework
Delivered a configurable data quality testing framework that automates validation of Azure Synapse tables, catching data issues before they impact downstream analytics.
Secure Controls Framework Parser
Produced structured JSON data and schema files for the entire Secure Controls Framework, enabling programmatic access to security control definitions.
Cloud Run Booking Scraper
Deployed a fully automated, serverless cloud scraper that runs on schedule and keeps Google Calendar synchronized with booking data.
Financial Tick Data Classification
Delivered a trained classification model for financial tick data with serialized model artifacts for integration into trading systems.
Entertainment Awards Data Aggregator
Produced structured datasets of nominees, winners, categories, and years for Golden Globe and Emmy awards.
Product Catalog Scraper (Python + Node.js)
Delivered complete product catalog data including descriptions, colors, images, and specifications.
Freight Load Board API Scraper
Produced a comprehensive dataset of freight loads spanning the US and Canada.
NZBN Company Data ETL to Google Sheets
Made bulk NZBN company data accessible and queryable through Google Sheets.
ETF Stock Data Scraper with Desktop GUI
Delivered cross-platform desktop application enabling non-technical users to access ETF data.
Multi-Jurisdictional Warrant Aggregator
Delivered a centralized, searchable warrant database aggregating data from multiple jurisdictions.
Black-Owned Business Directory Aggregator
Produced a consolidated directory of Black-owned businesses from multiple online sources.
FDA FOIA Pfizer Data Processor
Processed and structured FDA FOIA data into analyzable formats for research and reporting.
What Our Clients Say
“The energy management dashboard transformed how we monitor and optimize our operations. The React/FastAPI architecture is robust and the real-time visualization gives us instant insights.”
“Processing over 5TB of location data daily seemed impossible until Mukandi Group engineered our BigQuery pipelines. The data quality and reliability have been exceptional from day one.”
“The violence incident detection system monitoring 80 countries has fundamentally changed our response capability. We now get real-time alerts instead of learning about incidents days later.”
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