You will get an ML model benchmark report showing what accuracy your data supports
Rising Talent
Project details
This project catalog is a testing gateway for our larger "ML-powered business insights dashboard (churn, LTV, etc.)" project catalog service.
Are you interested in that larger service for Churn Prediction or Demand/Revenue Forecasting dashboards etc, but unsure about paying full price for it when you don't know what to expect in terms of model performance/accuracy?
Then this service here let's you test out our capabilities for a mere fraction of that price. Simply share your data & requirements, and we'll test out a single algorithm, delivering the model performance charts & reports.
This will let you, the client, judge if the resulting model accuracy is enough for your needs, to justify going for our full service which includes a full suite of algorithms to compare, and dashboards plus PDF reports for business insights.
DISCLAIMER: The trained model files (pkl/joblib etc) are NOT part of any delivery. This service only delivers model performance analysis to instill confidence in the capabilities of this project, or to confirm early if modelling upon your data is not feasible with us.
Are you interested in that larger service for Churn Prediction or Demand/Revenue Forecasting dashboards etc, but unsure about paying full price for it when you don't know what to expect in terms of model performance/accuracy?
Then this service here let's you test out our capabilities for a mere fraction of that price. Simply share your data & requirements, and we'll test out a single algorithm, delivering the model performance charts & reports.
This will let you, the client, judge if the resulting model accuracy is enough for your needs, to justify going for our full service which includes a full suite of algorithms to compare, and dashboards plus PDF reports for business insights.
DISCLAIMER: The trained model files (pkl/joblib etc) are NOT part of any delivery. This service only delivers model performance analysis to instill confidence in the capabilities of this project, or to confirm early if modelling upon your data is not feasible with us.
Machine Learning Tools
Microsoft Excel, NumPy, pandas, Python, Python Scikit-Learn, scikit-learn, SciPy, XGBoostWhat's included $50
These options are included with the project scope.
$50
- Delivery Time 2 days
- Number of Revisions 1
- Number of Model Variations 1
- Number of Scenarios 1
- Number of Graphs/Charts 5
- Model Validation/Testing
- Model Documentation
Frequently asked questions
About Hammad
Data Scientist | Machine Learning & Data Services
Rawalpindi, Pakistan - 9:40 am local time
• Exploratory Data Analysis including Correlation heat-maps, data distribution charts (hist, scatter, bar), Missing data & Box plots and summary of findings.
• Time-Series Analysis including Autocorrelation test plots (ACF, PACF), Stationarity tests (ADF, KPSS) and Trend Decomposition.
• Data Drift detection via KS_Statistic and p_values.
• Building of Machine Learning models. Training multiple models using different algorithms and comparing the results. Hyper-parameter Tuning. And building Dashboards & Reports from the trained models to provide Business Insights.
I've worked as a data scientist at multinational corporations such as AkzoNobel and British American Tobacco. I worked in a data analysis capacity in both of these roles, as well as building machine learning models using Python for various predictive tasks.
Specific examples of these tasks:
Using Neural Networks to build a model that predicts the quality of a type of paint based on the chemical composition. Then building a Genetic Algorithm based system that uses said neural network model to generate new paints as chemical compositions, that are predicted to be high quality.
Improving a machine learning model used to predict price elasticities for cigarette products, iterating upon original Linear Regression version by instead using XGB Regressor, Random Forests, ARIMA & SARIMAX etc. Then using the models to build a price scenario tool in Excel to make sales forecasts and predict revenue based on different price scenarios.
If you feel you might be in need of any of my services, please feel free to drop me a message so we can discuss. I've also uploaded services that I offer here on Upwork in my Project Catalog, each of which has a relevant item in my portfolio. Please check these out for an idea of what exactly I offer as final deliverables for each service.
Thanks for reading this, and I hope you'll reach out. Have a nice day!
Steps for completing your project
After purchasing the project, send requirements so Hammad can start the project.
Delivery time starts when Hammad receives requirements from you.
Hammad works on your project following the steps below.
Revisions may occur after the delivery date.
Data & Requirements Review
We will analyze the client's data & any info provided by them, and thereby plan out a design & configuration for model building.
Model Building
We will proceed to train the model & generate predictions on the data plus performance visualizations and reports.