Pinned Repositories
crypto-sentiment-streaming
Sentiment analysis of crypto tweets using Twitter Streaming API, Kafka, Spark, and Cassandra built on top of docker compose
dbt-with-airflow
Using Airflow to schedule and run DBT models
deramos.github.io
ml-middleware-api
Middleware API for ML model deployment
ml-portfolio
pinterest-image-recommender
Encoder-Decoder model for pinterest image recommender system using active learning. Built with PyTorch and Ray
recsys-batch-inference
Batch Inference code for generating video content recommendations from Reinforcement Learning based recommender system. Built with SpringBoot
smartwatch-activity-classifier
Modeling and predicting Apple smart watch activity data using Apache Spark, Kafka, S3, and EMR
USElections-GPT
Retrieval-Augmented (RAG) based pretrained GPT model that predicts and analyses the November 2024 US General Elections using news sources (CNN, FoxNews, Politico, and NPR) as context
gestational-age-estimation
Gestational age estimation using facial images of new born babies. Built with Pytorch and RayTrain
deramos's Repositories
deramos/crypto-sentiment-streaming
Sentiment analysis of crypto tweets using Twitter Streaming API, Kafka, Spark, and Cassandra built on top of docker compose
deramos/smartwatch-activity-classifier
Modeling and predicting Apple smart watch activity data using Apache Spark, Kafka, S3, and EMR
deramos/USElections-GPT
Retrieval-Augmented (RAG) based pretrained GPT model that predicts and analyses the November 2024 US General Elections using news sources (CNN, FoxNews, Politico, and NPR) as context
deramos/dbt-with-airflow
Using Airflow to schedule and run DBT models
deramos/deramos.github.io
deramos/ml-middleware-api
Middleware API for ML model deployment
deramos/ml-portfolio
deramos/pinterest-image-recommender
Encoder-Decoder model for pinterest image recommender system using active learning. Built with PyTorch and Ray
deramos/recsys-batch-inference
Batch Inference code for generating video content recommendations from Reinforcement Learning based recommender system. Built with SpringBoot
deramos/tensornets
High level network definitions with pre-trained weights in TensorFlow
deramos/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
deramos/react-doodles
Learning React