# Projects

```{toctree}
:hidden:

nlp/index
cv/index
ml/index
```

##

### Generative AI
- [RAG]

#### Large Language Models
- [LLM Pretraining]
- [LLM preference tuning]


#### Computer Vision
- [Image Segmentation Application for Ecommerce Websites](https://www.deepakkarkala.com/docs/articles/machine_learning/ecommerce_image_segmentation/about/index.html) <span class="badge primary">Aug 2020</span> <span class="badge secondary">Scraping, transfer learning, Tensorflow, Mobilenet, deep learning</span>


#### Natural Language Processing
- [Listing description based Semantic Search for Airbnb](https://www.deepakkarkala.com/docs/articles/machine_learning/airbnb_alternate_search/about/index.html) <span class="badge primary">Sep 2020</span> <span class="badge secondary">NLP Pipeline, Topic Modeling, Docker, Flask, A/B Testing</span>
<!--
- [Explained: Word2Vec](word2vec.md)
- [Explained: RNN](rnn.md)
-->


#### Machine Learning
- [Predictive Price Modeling for Airbnb listings](https://www.deepakkarkala.com/docs/articles/machine_learning/airbnb_price_modeling/about/index.html) <span class="badge primary">Sep 2020</span> <span class="badge secondary">Feature Engineering, Predictive Modeling, Scikit Learn, Docker, Flask</span>

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