Projects
AI & Surveillance
Digital Sentinel AI (Active)
AI-powered surveillance tool for monitoring digital marketing and online content related to commercial determinants of health, combining Python automation with LLM-based content analysis
Problem addressed: Manual monitoring of large-scale digital marketing content is time-intensive and difficult to scale across platforms and languages
Tools: Python, LLMs, OpenRouter API, AI Classification
OpenRouter-Based AI Classification Validator (Completed)
Python application using the OpenRouter API to automate classification and validation of marketing content data, generating Excel comparison reports with accuracy metrics and QA summaries
Problem addressed: Human-coded content classification is slow and difficult to validate at scale across large social media datasets
Tools: Python, OpenRouter API, LLMs, Excel Reporting
Public Health Surveillance
Ebola Outbreak Dashboard (Active)
Real-time interactive dashboard tracking the 2026 Bundibugyo Ebola outbreak in DRC and Uganda, powered by a fully automated daily pipeline using Gemini AI for data extraction, Google Trends surveillance, and statistical trajectory analysis
Problem addressed: Fast-moving outbreak data requires daily automated collection that is resilient to changing source page formats
Tools: Python, Gemini AI, Google Trends, Chart.js, GitHub Actions
View full case study → | GitHub
Data Engineering
Automated Data Validation Framework (Completed)
Interactive data validation tool automating cleaning, error-checking, auto-correction, and visualization of food policy marketing datasets used in the CANARY Research Project
Problem addressed: Manual QA/QC of large social media datasets is error-prone, inconsistent, and labor-intensive
Tools: Python, Data Validation, Visualization, Power BI
URL Verification System (Completed)
Python automation framework that validates and monitors large volumes of URLs, detecting broken, redirected, or restricted links using concurrent processing and generating structured QA reports
Problem addressed: Research and digital analytics workflows involve thousands of URLs that require regular validation to ensure data integrity
Tools: Python, Concurrent Processing, Automation, NLP Pipelines
Research Tools
Citation Tracker Automation Tool (Completed)
Automated Python tool to track and update citation counts for academic papers using public APIs, extracting article metadata and exporting structured bibliometric reports
Problem addressed: Researchers manually check citation metrics across multiple platforms, which is time-consuming and not reproducible
Tools: Python, Public APIs, Bibliometrics, Excel Reporting