Product Price Optimizer

Category: Entrepreneurship

Inspiration: Observing various amazon products and sellers, we realized the challenges of determining the optimal price and category for products. This inspired us to create a solution that would make the process easier and more efficient.

What it does: Our Product Price Optimizer uses machine learning to analyze a product's manufacturing cost and name to suggest the optimal price and category for the product on Amazon.

How we built it: We utilized advanced machine learning algorithms and trained the optimizer with thousands of Amazon products. We also developed a user-friendly interface to make the tool easy to use. We use two custom-built machine learning models. One is for the category, and this uses natural language processing to find the best category for the product based on a short description. The second model is used to determine the most optimal price, and it is used to find the best price based on other products in a similar price point and manufacturing cost in the same category.

Challenges we ran into: One of the main challenges we faced was collecting and cleaning the data to train the machine learning model. Additionally, we had to ensure that the suggested price and category were accurate and up-to-date with the constantly evolving Amazon marketplace.

Accomplishments that we're proud of: We're proud to have developed a tool that has the potential to save Amazon sellers significant amounts of time and increase their profits. Additionally, we're proud of the accuracy and efficiency of our machine learning algorithm.

What we learned: Throughout the development process, we learned the importance of collecting and cleaning quality data to train machine learning models. We also gained insight into the complexities of the Amazon marketplace and the various factors that affect product pricing and categorization.

What's next for Product Price Optimizer: Moving forward, we plan to continue refining and improving our machine learning algorithm to provide even more accurate and efficient price and category suggestions. We also plan to expand the tool's capabilities to other e-commerce platforms beyond Amazon.

Built With

• bayes
• flask
• html5
• javascript
• numpy
• pandas
• python
• scikit-learn
• transformers