I, being the data scientist offer you with a step by stem ML development services exactly as per your requirements. If you are a startup, SMB or an Enterprise and seeking to adopt machine learning in making the best use of data for informed & forward thinking decisions as well extending intelligence on your products/services; let me help.

1. Identifying The Problem and Scoping:

- I work with you to learn your business goals, where the data is coming from and what your challenges are.

- We define clear problem statements and scope the ML project in a way that aligns with your goals.

2. Data Handling

- Data preprocessing affects model performance. This is where I take care of missing values, outliers etc., and do feature engineering.

3. Exploratory Data Analysis (EDA):

- I conduct EDA to know your data. You can identify patterns with visualizations, statistical summaries and correlation analyses.

4. Model Selection and Training:

- Based on the problem type (classification, regression, clustering... etc), I go through choose appropriate ML algorithms (scikit-learn, XGBoost,TensorFlow )

- training models and hyperparameter tuning, as well as cross validation for this!

5. Deployment and Monitoring of a Model:

- I run ML models on the cloud or server side.

- Regular monitoring for model stability, accuracy and robustness with MLflow

Why Choose My Service?

Experience: To every project, I offer expertise in Python (including scikit-learn and pandas).

Collaboration - you and your team are right there with me, keeping things transparent and aligned.

Outcome-Oriented: I want to provide insights and results that can be used into actionable outcomes.

Get in touch! And let me know how I can help you on your ML journey. 🚀🔍🤖