Healthcare Data Scientist · Private Clinics Globally

Your clinic is losing revenue it can't see.

Nudrat Abbas — I find exactly where, and fix it. Helping private clinics (GP, dental, physio, specialist) grow patients and recover lost revenue using data science, marketing analytics, and automation.

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Top 1%  Kaggle · Globally
30+ Projects Shipped
100% Privacy Compliant
Nudrat Abbas
2× Kaggle Expert · Top 1% Globally

"Strategy sharpened
to the third decimal."

The Problem

Where clinics lose revenue without realising it

These aren't edge cases. They happen in almost every private clinic, every week.

01

Patients stop returning after the first visit — with no system to catch it before the revenue is gone.

02

Marketing spend rises but growth stays unpredictable. No one knows which channel fills actual slots.

03

No-shows drain revenue silently — every empty slot is money the clinic already spent acquiring.

04

Reports show metrics, not decisions. Leaders see dashboards but can't answer: what do we fix first?

05

Campaign performance looks good on paper — clicks, impressions — but revenue impact stays unclear.

06

Growth decisions are made on instinct. Teams track activity; leaders lack evidence to act confidently.

About

The analyst behind
the decisions

I'm Nudrat Abbas — a healthcare data scientist based in Pakistan, working with private clinics globally. GP practices, dental clinics, physiotherapy centres, specialist practices.

I started because I kept watching clinics make expensive growth decisions on gut feel — spending on campaigns nobody could prove were working, losing patients they didn't know were leaving.

"I build the systems that give clinic owners one clear answer: where is revenue leaking — and what do you fix first?"

No vanity dashboards. No slides full of charts nobody acts on. Just decisions — backed by evidence.

2× Kaggle Expert
Top 1% Globally
Top 1% Datasets · Globally
Top 2% Notebooks · Globally
30+ Projects shipped
100% Privacy compliant
Technical Stack
SQL & Databases
95%
Python
90%
Marketing Attribution
94%
Healthcare Analytics
91%
Predictive Modeling
89%
Data Visualisation
93%
Machine Learning
88%
NLP & Sentiment
85%
Featured Work

Projects built for
real clinic decisions

Each project answers a question a clinic owner actually asks.

01
Marketing Analytics

Which Ads Actually Fill Appointment Slots?

Multi-touch attribution engine that connects marketing spend to real booked appointments — not just clicks. Tracks the full patient journey from social ad to confirmed visit.

02
Patient Retention

Patients Who Stopped Coming Back — and How to Win Them

ML model predicting which patients are about to leave, before they do. Triggers targeted re-engagement before the revenue is lost.

03
Reputation & Reviews

What Patients Are Really Saying About Your Clinic

NLP system mining Google reviews to surface hidden service failures — wait times, front desk friction — before they damage local SEO and trust.

04
Capacity Planning

Stop Running Out of Slots — Or Wasting Empty Ones

Time-series forecasting that predicts demand by location and service type. Match staffing and capacity to reality, not guesswork.

05
Revenue Intelligence

Know Which Patients Drive 80% of Your Revenue

Behavioural segmentation model identifying your highest-LTV patient groups so marketing spend compounds instead of leaking.

Services

What I build
for your clinic

No-Show Prediction

Flag high-risk appointments 48–72 hrs before they're missed. Give your team time to act before the slot goes empty.

Patient Churn Modeling

Score every patient by retention risk. Identify who's about to stop coming back — before they do.

Marketing Attribution

Connect your ad spend to actual booked appointments. Stop optimising for clicks that never become patients.

Revenue Diagnostics

Find exactly where revenue is leaking — by location, service line, and patient segment. Fix what matters most first.

Funnel Optimisation

Trace the patient journey from first click to appointment. Identify where potential patients drop off.

Patient Segmentation

Cluster patients by behaviour, value, and risk so every campaign targets the right group with the right message.

Reputation Intelligence

Turn patient reviews into operational insight. Surface friction points before they become 2-star ratings.

Demand Forecasting

Predict appointment demand by service and location. Match capacity to reality — stop wasting slots and staff hours.

The RIS Framework

From data to decisions
in four steps

01 — Research

Understand what's really happening

We consolidate and audit your marketing, patient, and appointment data. No assumptions — only evidence of what's actually happening.

02 — Insights

Find what's hidden in the data

Patterns emerge — where revenue is hidden, where value is leaking, which patient behaviours are driving or destroying growth.

03 — Strategy

Build the roadmap

Insights become clear priorities: scale this, cut that, fix here. Every recommendation is backed by logic — no gut feel.

04 — Action

Implement, monitor, improve

Decisions are implemented and monitored. Performance improves. When the clinic changes, the system adapts with it.

Client Feedback

Results that
speak for themselves

Organised our data and simplified reporting entirely. Delivered exactly what we needed with professionalism and real clarity about what was happening in our numbers.

Elena — Multi-location clinic, USA

Helped us identify where budget was leaking across locations. The insights were clear, practical, and immediately actionable — no fluff, no dashboards nobody looks at.

Operations Lead — Multi-location clinic, USA

We finally understood which channels were driving repeat patients versus vanity metrics. Very structured, very decision-focused. Changed how we allocate budget entirely.

Growth Manager — Healthcare group, UK

An exceptional ability to bridge data science and real business needs. Turns complex datasets into clear, actionable insights — with a focus on real-world impact, not just analysis.

Muhammad Asad — Data Analyst, Pakistan

Stop making growth decisions
on instinct.

Book a free 15-minute diagnostic. We'll identify where revenue is leaking in your clinic — and whether we're the right fit to fix it. No obligation, no pitch deck.

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