5-day longest streak
Hi, I'm Nudrat Abbas Healthcare Data Scientist · Founder @ Third Decimal Turning messy clinical data into decisions that actually matter. --- What I Do I'm a healthcare data scientist…
Hi, I'm Nudrat Abbas
Healthcare Data Scientist · Founder @ Third Decimal
Turning messy clinical data into decisions that actually matter.
---
What I Do
I'm a healthcare data scientist and Kaggle GrandMaster ranked #12 of 9,206 globally. I don't build dashboards nobody looks at. I find what your clinic data is hiding and turn it into decisions that change outcomes. Through The Clinical Clarity System™ every clinic gets a custom solution. Not a template. HIPAA Certified. 30+ projects delivered worldwide.
Currently open to:
- Collaborating on healthcare data projects
- Clinical ML research contributions
- Open source healthcare analytics tools
- EHR data analysis and modelling
> *If you're working on something in healthcare data,
> readmission prediction, fraud detection, patient
> retention, clinical NLP or population health.
> I want to hear about it.*
>
> DM me or open an issue. I respond fast.
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Tech Stack
!Python
!R
!SQL
!Pandas
!Scikit Learn
!TensorFlow
!Tableau
!Power BI
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Credentials
| | |
|---|---|
| Kaggle GrandMaster | Ranked 12th of 9,206 globally |
| Projects | 30+ healthcare projects delivered worldwide |
| Clients | Clinics · Hospitals · Health Groups · Care Networks |
| Compliance | HIPAA · Clinical Data Standards |
---
Featured Projects
DenialIQ Predicting claim denials before submission. Real revenue leakage prevention.
Skin Cancer Classification 94% accuracy on HAM10k. 7 classes. Live demo on HuggingFace.
Hospital Readmission Prediction MIMIC-III data. XGBoost + LightGBM. 47 clinical features.
ClinicalDx Discharge notes to ICD-10 codes using NLP and LLMs.
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Let's Collaborate
I also create custom clinical datasets for healthcare AI models, readmission prediction, fraud detection, dischargesummaries, ICD coding, LOS optimization.
If you're building something in healthcare data and need a specialist who understands both the clinical side and the data science side:
→ Open an issue on any repo
→ Or email: [email protected]
→Or 💬 wa.me/message/X2LUPKGE7KJYE1
I'm always open to projects that solve real problems
inside real healthcare systems.
---
"Strategy Sharpened to the Third Decimal"
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clinical-noshow-prediction-decision-system
Predictive clinical AI infrastructure analyzing 110,000+ appointments to mitigate missed medical visits. Features XGBoost, LightGBM, and SHAP explainability for care-team interventions.
Jupyter Notebook ★ 20 17d agoExplain → -
Data-Science-Capstone-Project-
End-to-end data science pipeline project
Jupyter Notebook ★ 2 2mo agoExplain → -
DenialIQ-Predicting-Healthcare-Claim-Denials-Before-Submission
A real-world simulation dataset and ML pipeline for predicting medical claim denials and reducing revenue leakage in healthcare systems.
Jupyter Notebook ★ 2 1mo agoExplain → -
ClinicalDx-From-Discharge-Notes-to-ICD-10-Coding-Using-NLP-and-LLMs
Transforming unstructured clinical notes into structured diagnosis codes using NLP and large language models.
★ 2 1mo agoExplain → -
hospital-readmission-prediction-mimic3-xgboost
Predicting ICU patient readmission using MIMIC-III clinical data | XGBoost + LightGBM | 47 clinical features | Healthcare ML
★ 2 1mo agoExplain → -
chest-xray-report-summarizer-clinical-nlp
Automated chest X-ray radiology report summarization using NLP | Indiana University OpenI dataset | Clinical text processing | Healthcare AI
★ 2 1mo agoExplain → -
skin-cancer-classification-convnext-ham10k
Skin cancer detection using ConvNextBase on HAM10k dataset | 7 classes | 94% accuracy | Live demo on HuggingFace
Jupyter Notebook ★ 2 1mo agoExplain → -
mental-health-burnout-ml
An end-to-end predictive decision system using XGBoost and SHAP explainability to diagnose and mitigate corporate burnout risks using the OSMI Mental Health in Tech dataset.
Jupyter Notebook ★ 1 13d agoExplain → -
PyExpenseTracker
A simple command-line Python application to help users track daily expenses, categorize them, and generate monthly summaries. Data is saved locally in a CSV file for easy access and management.
Python ★ 1 10mo agoExplain → -
PyWeatherCLI
A command-line Python tool that fetches and displays current weather information for any city using the OpenWeatherMap API. Shows temperature, humidity, wind speed, and weather conditions in a user-friendly format.
Python ★ 1 10mo agoExplain → -
Streamlit-Project-I
Interactive data visualization web app.
Python ★ 1 9mo agoExplain → -
Streamlit-Project--II
Interactive data visualization web app.
Python ★ 1 9mo agoExplain → -
Matplotlib-Project-
Data visualization with customized static plots.
Jupyter Notebook ★ 1 9mo agoExplain → -
Plotly-Project-
Interactive visualizations and dashboards.
Jupyter Notebook ★ 1 9mo agoExplain → -
Seaborn-Project-
Statistical and distribution-based visualization.
Jupyter Notebook ★ 1 9mo agoExplain → -
EDA-project---II
Data profiling, cleaning, and visualization for hypothesis generation.
Jupyter Notebook ★ 1 9mo agoExplain → -
Funnel-Analysis-A-B-Testing-
Conversion funnel analysis with experimentation.
Jupyter Notebook ★ 1 9mo agoExplain → -
Campaign-Analysis-Persona-Creation-
Analyzing marketing campaigns and building customer personas.
Jupyter Notebook ★ 1 9mo agoExplain → -
SQL-Project-1
Data cleaning and exploration using SQL queries to extract insights.
★ 1 9mo agoExplain → -
SQL-Project-2
Advanced SQL queries with joins, CTEs, and window functions for analytics.
★ 1 9mo agoExplain → -
Churn-Prediction-Model
Predicting customer churn using classification models.
Jupyter Notebook ★ 1 9mo agoExplain → -
Customer-Segmentation-
Clustering customers into meaningful groups for targeting.
Jupyter Notebook ★ 1 9mo agoExplain → -
Lead-Scoring-Model
ML model to score leads based on conversion probability.
Jupyter Notebook ★ 1 9mo agoExplain → -
Recommendation-System-
Personalized product/service recommendation engine.
Jupyter Notebook ★ 1 9mo agoExplain → -
Sales-Forecasting-using-Time-Series
Predicting future sales with time series models.
Jupyter Notebook ★ 1 9mo agoExplain → -
Marketing-Effective-Dashboard-
Trend analysis and visualization with pivot tables and charts.
★ 1 9mo agoExplain → -
BI-project---II
Comparative BI dashboard for sales, marketing, and operations.
★ 1 9mo agoExplain → -
Excel-Project-I
Automated Excel dashboard for financial/business reporting.
★ 1 9mo agoExplain → -
BI-Project-I
Interactive dashboard showing KPIs and business insights.
★ 1 9mo agoExplain → -
EDA-Project-I
Exploratory data analysis on structured data.
Jupyter Notebook ★ 1 9mo agoExplain → -
rfm-segmentation-api
End-to-End Marketing Analytics Project: Leverages RFM Analysis and Unsupervised Machine Learning (K-Means) to segment customers and deploy the model as a live, interactive web application using Streamlit and Hugging Face Spaces.
★ 1 6mo agoExplain → -
marketing-performance-dashboard
A dynamic Streamlit dashboard for visualizing marketing performance metrics (ROAS, CAC, Revenue) from CSV/Excel data.
Python ★ 1 5mo agoExplain → -
ecommerce-powerbi-dashboard
End-to-end Power BI analytics project: Python-generated synthetic e-commerce data with interactive dashboard for sales, profit, and customer insights. Perfect for beginners learning data analytics! 📊
★ 1 5mo agoExplain → -
PyQuizzer
A simple command-line quiz application that loads questions from a JSON file and quizzes the user interactively with multiple-choice and true/false questions. Scores are tracked and feedback is provided.
Python ★ 1 5mo agoExplain → -
ROI-analyser
No description.
★ 1 5mo agoExplain → -
Patient-Churn-Reactivation-
Identifying "at-risk" patients using historical visit and engagement data.
Jupyter Notebook ★ 1 5mo agoExplain → -
Predictive-Patient-Acquisition-Dashboard
Time-series forecasting for clinic service demand based on seasonality and demographics.
Jupyter Notebook ★ 1 5mo agoExplain → -
HCP-Persona-Engagement
Unsupervised clustering of Healthcare Professionals based on digital interaction patterns.
Jupyter Notebook ★ 1 5mo agoExplain → -
Sentiment-Driven-Reputation-Analysis
NLP-based analysis of patient reviews to pinpoint service gaps.
Jupyter Notebook ★ 1 5mo agoExplain → -
Multi-Channel-Attribution-Engine
Mapping the patient journey from digital ads to booked appointments using Markov Chains or Heuristic models.
Jupyter Notebook ★ 1 5mo agoExplain → -
nudratds.github.io
No description.
HTML ★ 1 3mo agoExplain → -
blahblahblah
No description.
★ 1 2mo agoExplain → -
NudratDS
Nudrat DS
★ 1 17d agoExplain →
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