Smart Automation Projects Built with Python, AI, and Real-World Problem Solving
I'm a Python developer and IT Field Engineer exploring the intersection of automation and hands-on technical support. This site showcases Python tools and systems I’ve built to simplify workflows and solve real-world challenges, both in software and on the ground.
Technical Capabilities
This section highlights the types of automation and integration solutions I've built and explored. These examples demonstrate my technical approach — MMNova is currently dormant and not offering commercial services.
Data Processing & Analysis
Built automated tools that process invoices, categorize expenses, and analyze sales data. Created dashboards that update in real time using Python and visualization libraries.
Workflow Automation
Designed Python scripts that automate repetitive tasks like email handling, file renaming, and scheduling.
About MMNova
MMNova is a UK-registered limited company, currently dormant. This site exists to showcase the types of Python-based automation and AI-powered tools I’ve built — often inspired by real-world inefficiencies faced by small businesses.
My background blends early-career IT Field Engineering, financial services, and software development. I bring hands-on experience with system deployment, troubleshooting, and on-site technical support — combined with a deep interest in building automation tools that streamline operations and solve real-world challenges.
I’m currently focused on project-based roles and skill development, across both IT infrastructure and software. MMNova remains ready for future reactivation when the time and opportunity align. In the meantime, I hope these projects serve as a reflection of my technical approach and problem-solving mindset.
Example Projects
Here are some automation tools I've built to demonstrate different approaches to common business challenges. All are open-source and show real working solutions.
Smart Budget Tracker
A simple Flask web application that helps track business expenses and categorize them automatically. Features clean data visualization and export capabilities - perfect for small business bookkeeping.
View Code →Stock Market Data
A Python-based stock market data and analysis app that integrates Yahoo Finance and AlphaVantage APIs to fetch, save, and visualize stock performance.
View Code →Credit Card Fraud Detection (ML + API)
A real-time fraud detection system built with a trained Random Forest model and deployed via a Flask API. Includes pre-processing, SMOTE for class balancing, and live transaction testing.
View Code →Email Automation Bot
A Python script that automates email input into web forms using Selenium.
View Code →Contact
This site is a personal project portfolio. Feel free to reach out with questions, collaboration ideas, or feedback on the tools showcased here. MMNova is currently dormant and not offering commercial services.
Get In Touch
contact@mmnova.com
Working with small businesses
across the country
Usually reply within 24 hours
Often much faster!
Feel free to reach out with questions or feedback. This is a portfolio-only site.