You will get ML Models with End-to-End Pipeline From Data to Interactive App
Project details
I will deliver a complete machine learning solution tailored to your business needs—whether it's classification, regression, recommendation, forecasting, natural language processing, or computer vision.
Here’s what you’ll get:
✅ Data Collection & Analysis
Clean, explore, and visualize your data to uncover key patterns.
Feature engineering and handling missing or unstructured data.
✅ Model Development
Build and train custom ML models (e.g., XGBoost, Random Forest, LSTM, Transformers, CNNs) for your specific task.
Evaluate models using the best metrics (accuracy, RMSE, precision/recall, etc.).
✅ Interactive Web App (UI/UX)
Deploy your model using Streamlit to create a simple and elegant web interface.
Users can interact with your model—upload files, input text, or explore results in real time.
✅ Deployment & Handoff
Receive fully documented, clean, and modular code.
Guidance on how to host the app (locally or on the cloud).
Whether you're a startup, researcher, or business owner, I can help turn your data into intelligent, usable tools that create impact.
Let’s bring your ML idea to life!
Here’s what you’ll get:
✅ Data Collection & Analysis
Clean, explore, and visualize your data to uncover key patterns.
Feature engineering and handling missing or unstructured data.
✅ Model Development
Build and train custom ML models (e.g., XGBoost, Random Forest, LSTM, Transformers, CNNs) for your specific task.
Evaluate models using the best metrics (accuracy, RMSE, precision/recall, etc.).
✅ Interactive Web App (UI/UX)
Deploy your model using Streamlit to create a simple and elegant web interface.
Users can interact with your model—upload files, input text, or explore results in real time.
✅ Deployment & Handoff
Receive fully documented, clean, and modular code.
Guidance on how to host the app (locally or on the cloud).
Whether you're a startup, researcher, or business owner, I can help turn your data into intelligent, usable tools that create impact.
Let’s bring your ML idea to life!
Machine Learning Tools
Keras, MATLAB, Microsoft Power BI, MLflow, NLTK, NumPy, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, SQL, Stata, Tableau, TensorFlowWhat's included
| Service Tiers |
Starter
$50
|
Standard
$120
|
Advanced
$250
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 30 days |
Number of Revisions | Unlimited | Unlimited | Unlimited |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | ||
Source Code | - |
Optional add-ons
You can add these on the next page.
Source Code
+$6About Mostafa
Data Scientist | Machine Learning | Deep Learning | Backend Developer
Cairo, Egypt - 1:41 pm local time
Completed professional certifications and hands-on training through:
• 🎓 ALX Data Science Program
• 🎓 Depi Data Science & Machine Learning Bootcamp
• 🎓 365 Data Science Career Track
• 🎓 ZTM (Zero To Mastery) ML & DL Program
Over 40+ AI projects built and deployed — covering domains like finance, health, e-commerce, agriculture, and real-time applications.
1. 🚀 CORE EXPERTISE
Machine Learning & Deep Learning
• Development of accurate models for classification, regression, clustering, recommendation, and detection tasks
• Proficient in Python, TensorFlow, Keras, PyTorch, scikit-learn, OpenCV
• Experience with CNNs, RNNs, LSTMs, and Transformer-based NLP models
2. Data Science & Analytics
• Skilled in data preprocessing, feature engineering, and exploratory analysis
• Visualization using Matplotlib, Seaborn, Plotly, and dashboard tools like Power BI
• Strong foundation in statistics and hypothesis testing for data-driven decisions
3. Backend Engineering
• Designed and deployed APIs and services using Node.js, Express, NestJS, Flask, and Django
• Integrated databases like PostgreSQL, MongoDB, MySQL, and Firebase
• Implemented authentication, validation, caching, and optimized server performance
4. AI Integration into Backend Systems
• Served machine learning models using Flask, FastAPI, and TensorFlow Serving
• Created secure, scalable RESTful APIs for real-time predictions and automation
• Automated pipelines for data flow, model updating, and logging
💼 PROJECT HIGHLIGHTS
• 🛍️ Price recommendation engine for e-commerce (FastAPI + Node.js)
• 🎙️ Real-time emotion detection from voice (CNNs + Flask + MongoDB)
• 📸 Disease recognition in crops using image classifiers (Django admin panel)
• 💬 Custom chatbot with NLP (spaCy + FastAPI + PostgreSQL)
• 📈 Time series analysis and forecasting for stock data (LSTM + Flask)
• 🛡️ Fraud detection system for financial transactions (NestJS + Python ML service)
🧰 TECH STACK SNAPSHOT
• Languages: Python, JavaScript, Java, C#
• ML/DL Tools: TensorFlow, Keras, PyTorch, scikit-learn, OpenCV, NLTK, spaCy
• Backend: Flask, FastAPI, Django, Express.js, NestJS, .NET Core, Spring Boot
• Databases: PostgreSQL, MongoDB, MySQL, Firebase
• Other Tools: Jupyter, Colab, VS Code, Postman
🔥 WHY PARTNERS & CLIENTS CHOOSE TO WORK TOGETHER
✔️ Full-stack ML/AI development from prototype to production
✔️ Strong balance of backend architecture and model performance
✔️ Clean, secure, and optimized APIs and integrations
✔️ Clear communication, fast delivery, and commitment to quality
💡 READY TO BUILD YOUR AI-POWERED PRODUCT?
Whether it’s a predictive model, NLP service, image classifier, or full ML-powered backend, let’s turn your ideas into reality — efficiently, securely, and intelligently.
Steps for completing your project
After purchasing the project, send requirements so Mostafa can start the project.
Delivery time starts when Mostafa receives requirements from you.
Mostafa works on your project following the steps below.
Revisions may occur after the delivery date.
Draft submission for client feedback
You submit a draft or initial version of the work for the client to review and provide feedback.