You will get a Machine Learning model to classify medical data


Project details
I will deliver a clean, accurate, and well-documented machine learning model for medical or structured datasets. With proven experience in breast cancer prediction (97% accuracy), I provide end-to-end solutions from data preprocessing to performance visualization, ensuring reliable and reproducible results.
Machine Learning Tools
Databricks MLflow, NumPy, pandas, Python, Python Scikit-LearnWhat's included
| Service Tiers |
Starter
$30
|
Standard
$60
|
Advanced
$100
|
|---|---|---|---|
| Delivery Time | 4 days | 7 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 1 | 3 | 5 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code |
About Norhan
GenAI & ML Developer (NLP, Deep Learning) | Python
Bani Suwayf, Egypt - 5:13 pm local time
💡 My core skills include:
Programming: Python (Pandas, NumPy, OOP), Java
Machine Learning & AI: Classification, Regression, NLP, Deep Learning, Chatbots, Speech Processing
Data Analysis & Visualization: Cleaning, preprocessing, and presenting data with Excel, Pandas, Matplotlib, and Seaborn
Software Development: Object-Oriented Programming (OOP), database design (SQL), and automation scripts
Generative AI: Hands-on with LLMs (GPT, T5, CodeBERT) and Hugging Face Transformers
🎓 Highlighted Projects:
Speech Emotion Recognition (Graduation Project): Built a system that detects emotions from voice using ML and feature extraction (MFCCs, Librosa, TensorFlow).
Hospital Management System: Converted a procedural system into an OOP-based Python application.
COVID-19 Data Analysis Project: Analyzed and visualized global case trends with Python, Pandas, and Matplotlib.
⚡ What I can deliver:
Machine learning models & predictive analytics
Chatbots and NLP-powered applications
Speech recognition and speech emotion detection
Data cleaning, transformation, and visualization
Python-based automation scripts
SQL database management and integration
🌍 I am passionate about solving real-world problems with technology, especially in AI, data-driven decision making, and automation. I am detail-oriented, eager to learn, and committed to delivering high-quality work to clients worldwide.
Steps for completing your project
After purchasing the project, send requirements so Norhan can start the project.
Delivery time starts when Norhan receives requirements from you.
Norhan works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Gathering
Client shares dataset (CSV/Excel) and project goals (target variable, metrics, etc.).
Data Preprocessing
Clean, explore, and prepare the dataset for modeling