Masood Nazari - Data & BI Analyst

Hi, I'm Masood Nazari

Data & BI Analyst | Healthcare & Fintech | AI & Analytics Engineering

Transforming complex data into actionable insights through automation, advanced analytics, and AI-powered solutions

Featured domains: NHS research, clinical trials, fintech analytics, fraud detection.

About Me

I'm a Business Intelligence Analyst at the University of Southampton with a focus on healthcare analytics and clinical research data. I hold an MSc in Data & Decision Analytics from the University of Southampton, awarded with Distinction, and had the honour of receiving the Presidential Scholarship for academic excellence. I specialise in transforming complex datasets into clear, actionable insights that support strategic decision-making.

My work combines technical expertise in Python, Streamlit, and data engineering with deep understanding of healthcare research operations. I've built comprehensive analytics platforms analysing portfolios worth £171.6M, developed automated dashboards that have demonstrated 122:1 ROI potential, and created tools that streamline clinical trial management across multiple sites.

I also build fintech-oriented analytics and fraud detection systems, including real-time fraud APIs and full-stack banking analytics platforms.

Whether it's integrating satellite data for biomass prediction using machine learning, building real-time clinical trial monitoring systems, or creating career development resources, I approach every project with attention to both technical excellence and practical business impact.

I'm passionate about healthcare technology, data-driven decision making, and building solutions that make researchers' and administrators' work more efficient and impactful.

Proven Results: Projects That Delivered Real ROI

Fraud Detection Dashboard API

The Challenge: Financial institutions struggle with real-time fraud detection across millions of transactions, lacking explainable AI and predictive risk scoring capabilities.

The Solution: Built production-ready FastAPI backend with ML monitoring, network analysis, and explainable AI. Features 18 interactive analytics tiles, processes 5M+ transactions, fraud network graph detection, and 24-hour predictive risk scoring.

The Impact (Demonstrated): 3,700% ROI • Sub-second response times • Real-time fraud ring detection • Money mule account identification • Comprehensive model monitoring & drift detection.

Python FastAPI Machine Learning Network Analysis Explainable AI

Bank Marketing Analytics Dashboard

The Challenge: Financial institutions need data-driven insights to optimise marketing campaign effectiveness, but lack integrated analytics platforms for pre-call customer prioritisation and strategy optimisation.

The Solution: Built dual-interface analytics platform (Streamlit + React/Flask) featuring 6 ML algorithms for subscription prediction, K-Means customer segmentation, contact optimisation analysis, and economic impact assessment with premium banking UI.

The Impact (Demonstrated): 90.5%+ ML accuracy • Pre-call customer scoring • 15-20% conversion improvement through segmentation • Optimal 1-2 contact frequency • 41,188 customer analysis • Full-stack ML platform.

Python React Flask Machine Learning Full-Stack

🚗 InsurePrice - Car Insurance Risk Modeling

The Challenge: UK car insurers lose £1.2B annually to fraud while using outdated 20+ year pricing models, lacking ML-powered risk prediction and real-time fraud detection.

The Solution: Built enterprise-grade insurance platform with CatBoost/XGBoost/Neural Network ensemble (AUC 0.65+), actuarial pricing engine, real-time fraud detection API, SHAP explainability, and interactive Streamlit dashboard with 10+ pages.

The Impact (Demonstrated): £60M fraud savings potential • 8.4% portfolio profit margin • AUC 0.6176 risk prediction • 17+ pricing factors • FCA/GDPR compliant • Production-ready FastAPI • Customer Lifetime Value modeling.

Python CatBoost XGBoost FastAPI Streamlit SHAP

NIHR Research Intelligence Dashboard

The Challenge: Healthcare research administrators spend weeks manually analysing NIHR funding data scattered across Excel files for parliamentary reporting and strategic decisions.

The Solution: Built comprehensive BI platform (4,492 lines) with automated ETL, 11 research programmes analysis, 314 constituencies mapped, data quality scoring (73.6%), and parliament-ready visualisations.

The Impact (Calculated): 122:1 ROI • £116K-£172K projected annual savings • 70% faster reporting • £171.6M portfolio intelligence • Portfolio demonstration project.

Python Streamlit Business Intelligence Healthcare Analytics

BioVision Analytics Hub

The Challenge: Forest biomass prediction required integrating complex multi-source satellite data (NASA GEDI, ESA Sentinel-1/2) with no unified analysis platform.

The Solution: Built end-to-end ML platform with interactive Streamlit dashboard, 4 ensemble models (RF, LightGBM, XGBoost, SVR), automated feature engineering, and spatial analysis.

The Impact: R² 0.89 prediction accuracy • Integrated 5 satellite data sources • Real-time spatial hotspot detection • Automated hyperparameter tuning.

Python Streamlit Machine Learning Satellite Data Spatial Analysis

Clinical Trials Career Pathways

The Challenge: Students didn't understand clinical research career opportunities, and new SCTU staff needed clarity on unit structure and role progression pathways.

The Solution: Built interactive HTML/CSS career fair materials featuring 8 role categories, educational pathways (BSc→MSc→Professional), staff profiles, and detailed day-to-day responsibilities across the clinical trials unit.

The Impact: Dual-purpose resource for student recruitment and staff onboarding • Responsive design • Standalone embedded assets • Demystified clinical trials careers.

HTML/CSS Web Development UX Design Career Development

Your Next Data-Driven Success Story

The Opportunity: What if your next analytics project didn't just meet requirements, but delivered measurable ROI from day one?

The Question: How much time and revenue are you losing to manual reporting, delayed insights, or missed fraud patterns?

The Value: I don't just build dashboards. I architect solutions that transform how your team makes decisions. From healthcare BI platforms that save £116K+ annually to fraud detection APIs processing 5M+ transactions, every project I deliver is designed to create measurable business impact.

What's Your Challenge? Whether it's streamlining clinical research operations, optimising fintech analytics, or building production-ready ML systems, let's discuss how we can turn your data into competitive advantage.

Data Strategy ROI-Focused Production-Ready Healthcare & Fintech

My Arsenal: Tools That Deliver Results

Programming Languages

Python JavaScript SQL R

Data Analysis

Pandas NumPy Matplotlib Power BI Excel

Web Development

HTML/CSS React Node.js Git

Machine Learning

Scikit-learn TensorFlow XGBoost LightGBM SHAP Statistical Analysis

Soft Skills

Communication Problem Solving Critical Thinking Stakeholder Management Business Acumen Presentation Skills

Ready to Deliver

What challenge can we solve together? Let's turn your data into competitive advantage.

Available for Projects Healthcare & Fintech Focus
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What Colleagues & Mentors Say

The question isn't whether I deliver results, it's how quickly I can transform your data challenges into competitive advantages.

Continuous Learning, Measurable Results

The question isn't whether I stay current with industry standards, it's how quickly I can apply new techniques to solve your challenges. Here's proof of my commitment to continuous improvement.

Get In Touch

I'm always interested in discussing new opportunities, projects, or collaborations in healthcare analytics and business intelligence. Whether you're looking for a BI Analyst, have questions about my work, or just want to connect, feel free to reach out.

Let's Start a Conversation

Have a project in mind? I'd love to hear from you. Send me a message and I'll respond as soon as possible.

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