FITS-IT
Welcome to FITS-IT, where AI meets efficiency! As a freelance AI specialist, I dive deep into your company's DNA, conducting audits to pinpoint areas ripe for AI integration. From streamlining processes to automating tasks, I'm your go-to for a carefree and efficient workflow. Need insightful dashboards or seamless data collection for future AI applications? That's my playground. Let's redefine your efficiency together. Welcome to the future with FITS-IT.
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Cases
Recognizing appetite, pain and sleep in preterm infants
I used computer vision to detect key-points on the infants body and face. These key-points were used in a novel rule-based cue detection system. These cues can subsequently be used to improve the care provided to preterm infants.
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I used computer vision to detect key-points on the infants body and face. These key-points were used in a novel rule-based cue detection system. These cues can subsequently be used to improve the care provided to preterm infants.
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Predicting future sales for a software company
Using FBProphet to predict future sales for a large software company. Training models for each category and shop, combining these using lightGBM to combine the prediction leading to an itemized sale prediction that utilizes seasonality, category characteristics and locality.
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Using FBProphet to predict future sales for a large software company. Training models for each category and shop, combining these using lightGBM to combine the prediction leading to an itemized sale prediction that utilizes seasonality, category characteristics and locality.
Request more info
Gender bias in (non)-contextual clinical word embeddings for stereotypical medical categories
Determining the biases in certain (mental) illnesses diagnosis in a patient. Utilizing the Natural Language Processing (NLP) model Clinical-BERT.
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Determining the biases in certain (mental) illnesses diagnosis in a patient. Utilizing the Natural Language Processing (NLP) model Clinical-BERT.
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A domain adaptation of person re-identification with similar apparel
I applied a triplet loss model to alliviate the issues that arise during the tracking of soccer players. Tracks often are lost or get mixed up due to the similar apparel of soccer players. Our triplet loss model was able to distinguish reliably between players similar in appearance in real-time.
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I applied a triplet loss model to alliviate the issues that arise during the tracking of soccer players. Tracks often are lost or get mixed up due to the similar apparel of soccer players. Our triplet loss model was able to distinguish reliably between players similar in appearance in real-time.
Read more
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