Memefly

Researched and implemented an CNN-RNN encoder-decoder model using Tensorflow Keras for generating memes from images. Models were trained using data scrapped using Selenium and deployed using Tensorflow Servings via Docker on AWS Sagemaker for frontend.

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BTCUSD Dashboard

End-to-end BTC/USD time series price prediction dashboard, with data stored in Apache Parquet in AWS S3, batch processed using Apache Spark to AWS RDS. Dashboard served using Plotly Dash on Heroku, model served using Flask on AWS.

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HackerNews Trolls

Data Engineering ETL pipeline that extracted from Google BigQuery using Python, transofrmed with VADER-Sentiment, and loaded into AWS RDS PostgreSQL database. Served the results to frontend via Flask/WSGI endpoint on Heroku.

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