Building reliable software and automation you can trust.
I am a PhD researcher and software engineer. I combine scientific precision with practical coding to build secure, reliable automations and systems that help your business grow smoothly.
Research meets execution
I bring scientific precision to building digital products. My research focuses on using machine learning and artificial intelligence (AI) to solve complex data challenges—such as recognizing patterns in high-dimensional biological data to assist doctors. I apply this same rigorous, data-driven approach to design and build highly secure, reliable automations and agentic AI systems for businesses.
Researcher & Software Builder
Turning complex technology into simple, powerful tools. I build custom database integrations, automated workflows, smart AI systems, and developer tools.
Software & Tools I've Built
Clean, reliable, and open-source systems designed to automate workflows and handle complex processes.
Chaos Control
A tactical productivity system engineered for deep work. Combines Eisenhower priority matrices, Pomodoro focus blocks, and AI reflection diagnostics to structure complex mental clutter.
Client Solutions & Case Studies
Real outcomes achieved by deploying high-reliability automations and custom systems.
Operations Automation for Consulting Teams
Client onboarding and automated weekly KPI reporting
System Architecture
- Client Onboarding: Set up an automatic setup process that triggers as soon as a contract is signed, creating shared folders and chat channels without any manual clicks.
- Automated Weekly Reports: Programmed a smart reporting assistant that gathers performance data from Facebook and Google Ads into simple weekly email updates.
- Lead Qualification: Built a friendly online questionnaire that filters and qualifies prospective clients, booking their appointments automatically.
Business Impact
- Billable Hours: Recovered 28% of billable consulting hours by automating client onboarding & draft proposals.
- Report Compilation: KPI metrics compilation from Google and Facebook ads reduced from 3 hours to 18 minutes.
- Customer Satisfaction: Scaled support responses 24/7, maintaining a 4.8★ client score.
AutoSync CRM
CRM Integration & Workflow Automation
System Architecture
- Database Link: Connects local spreadsheets and internal databases directly to CRM platforms.
- API Rate Handling: Handles API limits and connection failures dynamically without loss of data.
- Workflow Triggers: Sets off sequences (like text alerts or onboarding folders) when fields change.
Business Impact
- Platform Fees: Avoided over £10k/year in third-party automation tools and subscription platforms.
- Daily Volume: Seamlessly coordinates 20k+ database transactions and updates every day.
- Lead Latency: Reduced the wait time for contact sync from hours to absolute real-time.
LearnCode Hub
Interactive Education Coding Platform
System Architecture
- Browser Sandbox: Runs JavaScript, HTML, and CSS in a secure browser sandbox without local setup.
- Step-by-Step Lessons: Provides interactive instructions and checks student work instantly.
- Secure Hosting: Manages load spikes seamlessly through serverless containers.
Business Impact
- User Scaling: Scaled to support 5,000+ active learners using lightweight secure runtimes.
- Setup Friction: Zero software installation needed, letting new students begin coding in seconds.
- Immediate Feedback: Automated grading logic checks submissions instantly, reducing teacher workload.
Review Response Agent
E-commerce Support & AI Feedback Assistant
System Architecture
- Order Tracker Bot: Connected email and SMS help desks to the online store database, instantly answering customer questions with live tracking links.
- Return Management: Configured automated returns processing that sends return shipping labels and updates stock levels automatically.
- Abandoned Cart Re-engagement: Designed friendly automated emails to follow up with customers who left items in their cart, recovering 15% of lost sales.
Business Impact
- Auto-Resolution: Successfully resolved 94% of typical order tracking and return tickets without human agents.
- Returns Duration: Shortened average processing cycle from 4 days to 1 day.
- Cart Recovery: Abandoned cart automated email campaigns successfully recovered 15% of lost checkouts.
DocuExtract AI
AI Invoice & Document Processing
System Architecture
- PDF Parsing: Connects securely to email inboxes to scan incoming invoices and receipts.
- Pattern Recognition: Uses machine learning models to capture date, totals, and line items.
- System Sync: Pushes processed data straight to accounting software via secure APIs.
Business Impact
- Entry Efficiency: Speeds up receipt processing time from 5 minutes per document to under 5 seconds.
- Data Reliability: Reached a 99% accuracy rate, eliminating typical human typing mistakes.
- Admin Cost: Cuts manual billing administration costs by over 90%.
London Real Estate Automation
Custom integrations for tenant operations & bookings
System Architecture
- Viewing Scheduler: Programmed an automatic booking system that connects property portals (like Rightmove) directly to the client's internal database.
- Maintenance Triage: Built a smart WhatsApp and SMS chat assistant that reads tenant issues and automatically files repair tickets.
- Rent Notifications: Set up automatic payment tracking and polite reminders, reducing late rent by 60%.
Business Impact
- Admin Workload: Reduced administrative workload by 47 hours per week via automated scheduler and auto-triage.
- Late Payments: Polite automated WhatsApp/SMS sequences reduced late rent by 60%.
- Portfolio Scaling: Allowed the business to grow its property portfolio by 40% without hiring additional admin staff.
Published Articles & Research
Sharing automation blueprints, technical essays, and peer-reviewed artificial intelligence research.
Published Articles & Journals
AI-Powered Pattern Recognition in Complex Biological Data (Published Journal)
A scientific study published in Frontiers in Systems Biology (June 2026). This research demonstrates how advanced machine learning models can analyze complex, high-dimensional datasets to identify hidden pattern markers with up to 100% accuracy, showing the power of AI in solving high-stakes prediction tasks.
Read ArticleHow to Build Digital Systems People Trust
A guide on how to design secure, reliable software and websites that protect user data and run without crashing.
Read ArticleHow Academic Research Helps Build Better Business Software
My personal reflections on using scientific methods and precise testing to build reliable, high-performance applications.
Read Article