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Niki Mirabet's Projects

ark-data-assistant icon ark-data-assistant

ADA is a data assistant based on Meta’s open source LLM - Llama 2. By adding an engineered context to the user’s prompts, the model turns language prompts into SQL queries to explore and download ARK Invest’s daily trade data. A Streamlit app demo is available for testing.

ark-trades-aws-lambda icon ark-trades-aws-lambda

This backend service fetches and stores ARK Invest’s daily fund trades through a scheduled AWS Lambda function and stores the data in a RDS MySQL database.

emotion-recognition icon emotion-recognition

This online application recognizes emotions through facial expressions on a webcam image feed. It utilizes an image recognition model trained on the FER-2013 dataset to provide real-time inference.

ev-adoption icon ev-adoption

This project we will analyze the increasing demand of EVs and who's leading it, figure out in which stage of adoption we are and try to estimate how long will it take for the all car transportation to become electric by finding the EV adoption curve.

gen-ui icon gen-ui

🧬 Generative UI web application built with LangChain.js, AI SDK & Next.js

gen-ui-app icon gen-ui-app

🧬🐍 Generative UI web application built with LangChain Python, AI SDK & Next.js

hepatitis-challenge icon hepatitis-challenge

In this challenge, I try to predict the survival of hepatitis patients based on a collection clinical parameters. Multiple features, transformations and models are tried to find the best performing combination.

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