aichabokbot

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Aicha Bokbot aichabokbot

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Machine learning, engineering & data science enthusiast. Passionate about building ML systems that live and thrive in large-scale production environments.

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aichabokbot/README.md

Portfolio

Medium articles

What Happens When Most Content Online Becomes AI-Generated?
Learn how generative models deteriorate when trained on the data they generate, and what to do about it.

4 Ways to Encode Categorical Features with High Cardinality — with Python Implementation
Learn to apply target encoding, count encoding, feature hashing and Embedding using scikit-learn and TensorFlow.

Where to find me

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celebrity-lookalike celebrity-lookalike Public

Which celebrity you look like? Implementation of MTCNN face detector, VGG Face embeddings and ANN Index.

Python
question-generation question-generation Public

NLP generation task where T5 model is finetuned on SQuad dataset to ask questions corresponding to some input text

Python
wikipedia-search-engine wikipedia-search-engine Public

Retrieve & Re-Rank pipeline to build a search engine for Wikipedia articles.

Python