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Robin Forsberg's Projects

customer_segmentation_kmeans icon customer_segmentation_kmeans

In this data science exercise I show a standard method to how a company can differentiate it's customers using the k-means clustering method.

freelancing-in-finland icon freelancing-in-finland

The ultimate resource for transitioning to freelancing for software developers 👩‍💻🇫🇮

nlp-document-automation icon nlp-document-automation

In this project we use natural language processing techniques such as sentiment analysis, named entity recognition, and text classification to automatically categorize and route customer inquiries.

reduce-waste-app icon reduce-waste-app

In this project we connect a kitchen scale to a server via Bluetooth and create an app that tracks your family's waste.

speech2text-whisper icon speech2text-whisper

Speech-to-text application powered by OpenAI's Whisper transformer. Automatic language detection, just specify which model you want to use (eg 'tiny', 'base', 'medium', 'large') for better performance.

system-design icon system-design

This project entails system design blueprints of popular services.

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tf-content-moderation icon tf-content-moderation

This solution written in Python (Tensorflow) can help a social media platform to automatically detect and remove offensive or harmful content from its platform, improving user experience, and the safety of the community.

tf-patient-physician-matching-algorithm icon tf-patient-physician-matching-algorithm

This Tensorflow matching algorithm uses Adam optimizer to match a physician with a patient based on the physician's medical expertise with the patient's reported illness. Additionally, the end product allows the end-user to sort physicians based on their hourly rate and ratings.

unit_test icon unit_test

This programme demonstrates how a unit test works.

weather-app icon weather-app

A simple weather app that connects to the Open Weather Map api.

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