You will get a reliable machine learning model in Python for your data
Project details
Struggling with low model accuracy or messy data? You will get a reliable, high-performance machine learning or deep learning solution built using Python, tailored to your dataset and problem.
I focus on real-world results — from proper data preprocessing to model optimization — ensuring your model is not only accurate but also usable. I have worked on projects like CNN-based disease detection (92%+ accuracy) and missing data handling that improved performance by 15–20%.
My approach is simple: understand your data, apply the right techniques, and deliver a clean, optimized solution you can actually use.
I focus on real-world results — from proper data preprocessing to model optimization — ensuring your model is not only accurate but also usable. I have worked on projects like CNN-based disease detection (92%+ accuracy) and missing data handling that improved performance by 15–20%.
My approach is simple: understand your data, apply the right techniques, and deliver a clean, optimized solution you can actually use.
Machine Learning Tools
Apache Mahout, ChatGPT, Deeplearning4j, GoLearn, Google AutoML, Google Sheets, GPT-3, MATLAB, Microsoft Excel, NumPy, NVIDIA AI Platform, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, SQL, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$20
|
Standard
$30
|
Advanced
$50
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 3 | 5 |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 1 | 3 | 5 |
Number of Graphs/Charts | 2 | 3 | 5 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
Optional add-ons
You can add these on the next page.
Additional Revision
+$10
Additional Model Variation
(+ 2 Days)
+$15
Additional Graph/Chart
(+ 1 Day)
+$10
Model Documentation
(+ 2 Days)
+$15
Data Source Connectivity
(+ 3 Days)
+$20Frequently asked questions
About Sana
Python Developer | ML Engineer | Deep Learning | Flask | AI Expert
Hyderabad, Pakistan - 4:02 pm local time
I build systems that handle real-world data, perform efficiently, and actually solve the problem they’re built for.
👩💻 About Me
Hi, I’m Sana Faiz — a Python Developer with experience in data processing, backend development, and machine learning-based solutions.
I’ve worked on projects where data is incomplete, requirements evolve, and performance matters — which is why I focus on building clean, scalable, and production-ready solutions instead of quick fixes.
🚀 What I Can Help You With
✔ Python development (clean, efficient, scalable code)
✔ Data processing, data cleaning & preprocessing
✔ Machine Learning & AI-based solutions (when needed)
✔ Flask API development & backend systems
✔ Automation scripts & custom Python tools
✔ Debugging, optimization & improving existing code
✔ Database integration (MySQL, SQLite)
🧠 Core Skills & Tools
Python | Machine Learning | Data Analysis | Flask | API Development
Pandas | NumPy | Scikit-learn | TensorFlow | PyTorch
Data Preprocessing | Missing Data Handling | Model Evaluation
📊 Selected Work
🔹 Tomato Leaf Disease Detection (Deep Learning)
→ Built using CNN (TensorFlow/Keras)
→ Achieved 92%+ accuracy
→ Reduced manual detection effort significantly
🔹 Mental Health Data Processing & Imputation
→ Applied MICE, KNN & advanced techniques
→ Improved model performance by 15–20%
→ Enhanced data quality and evaluation metrics
⚙️ How I Work
I follow a simple approach:
👉 Understand the problem
👉 Work on the data carefully
👉 Build a solution that is actually usable
I pay attention to details that make a real difference:
🔹 Data quality
🔹 Edge cases
🔹 Performance
🔹 Clear and maintainable code
🤝 What You Can Expect
✔ Clear and professional communication
✔ On-time delivery
✔ Well-structured, readable code
✔ Practical, problem-solving mindset
#PythonDeveloper #MachineLearningEngineer #DataAnalysis #FlaskAPI #DataPreprocessing #ModelOptimization
Steps for completing your project
After purchasing the project, send requirements so Sana can start the project.
Delivery time starts when Sana receives requirements from you.
Sana works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Discussion
We discuss your dataset, problem, and expected outcome.
Data Analysis & Preprocessing
I clean, preprocess, and prepare your data for modeling.