I am a Machine Learning Engineer with expertise in MLOps and big data.
You can find me on these platforms:
Best open-source models for sentiment analysis — Part 1: dictionary models
Dictionary modes are really fast but at the price of lower accuracies
Best open-source models for sentiment analysis — Part 2: neural networks
Use neural networks for higher accuracies if you have a GPU
- Creating a chatbot that uses large language models to recommend scientific papers from Arxiv
- Deploying it as a web application to the cloud using open-source LLM tools
Technology stack:
- Fine-tuned a classification model that predicts a TV show from which the GIF image originated
- Deployed the model as an API to the cloud using always free AWS resources
- Automated a model serving pipeline using GitHub Actions
Technology stack:
