Product and technology professional with 20+ years’ experience delivering SaaS products and workflow solutions across complex, data-driven environments. Background in product management, now applying a consultative, solution-led approach to diagnosing operational challenges, structuring problems, and designing solutions that improve efficiency and support better decision-making.

This repository showcases applied work across data analytics, workflow optimisation, and product strategy, combining formal training and hands-on projects to demonstrate practical problem-solving and solution design.

I guide organisations from uncertainty to confident execution. I combine 20+ years of tech depth with modern AI and data capabilities to drive ROI.

Background across Operations, QA, Data Analysis, and Product Management, bringing 20+ years of experience in understanding how systems and workflows operate in practice.

Focus on diagnosing where performance is constrained, structuring problems clearly, and designing solutions that improve efficiency and support confident decision-making.

Trained in AI consulting and leadership-led technology adoption, applying structured approaches to assess readiness, identify opportunities, and guide organisations through practical implementation.

• Focus: Practical execution, clear logic, and evidence-based decisions
• Goal: Strengthen operations and deliver measurable progress through better use of data and AI
• Approach: Apply LLMs and data tools to move from problem definition to practical, usable solutions

IntegroAI.tech Built from scratch in record time using an AI-first workflow.

I practice what I preach. I leveraged Claude Sonnet and ChatGPT for rapid code generation, Canva for design assets, and GitHub for deployment to launch a full platform in record time.

• Stack: Claude Sonnet, ChatGPT , Canva, HTML/CSS/JS, GitHub Pages.

Bridging the gap between business strategy and technical implementation.

Climate Tipping Points: Predictive Modeling & Visualization Interactive dashboard highlighting key tipping points in global decarbonisation.

• Tech Stack: Python (Pandas, NumPy, Scikit-learn), Streamlit, Plotly.
• Outcome: Designed statistical testing and predictive modeling to explore renewable adoption trends.
• 🔗 Live Dashboard | 🔗 View Code

Unmasking Cyber Threats: Anomaly Detection Analyzed network and threat-intelligence data for anomaly detection and early response.

• Tech Stack: Python (Feature-engine, Scikit-learn), Streamlit.
• Outcome: Built an interactive tool to surface key intrusion patterns through exploratory analysis.
• 🔗 Live Dashboard | 🔗 View Code

Predicting Credit Card Churn Identifying churn drivers in the financial sector using ETL pipelines and EDA.

• Tech Stack: Python, PowerBI, Tableau.
• Outcome: Surfaced key insights for churn prediction and visual storytelling for stakeholders.
• 🔗 View Code

Online Streaming: GTM & Product Strategy

• Developed a growth strategy, MVP design, and product roadmap for a subscription-based platform.
• 🔗 View Strategy Deck

Sky Group: AI Accessibility Strategy

• Defined product opportunities for enhancing accessibility through AI-powered closed caption features.
• 🔗 View Case Study