deramos

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/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