Projects in Awesome Lists by DanielDaCosta

https://github.com/danieldacosta/bastionless-private-instance

Using Session Manager to access a private instance that hosts a Jupyter Notebook Server

Last synced: 28 Feb 2025

https://github.com/danieldacosta/apigateway-sqs-lambda

Setting up an API Gateway endpoint that takes records, put them into an SQS queue that triggers an Event Source for a Lambda function.

apigateway apigateway-sqs-lambda lambda sqs sqs-queue

Last synced: 28 Feb 2025

https://github.com/danieldacosta/airflow-ml-prediction

Running ECS task for ML prediction orchestrated by Airflow

airflow etl

Last synced: 30 Apr 2025

https://github.com/danieldacosta/gradient-descent

gradient-descent is a package that contains different gradient-based algorithms. The package purpose is to facilitate the user experience when using optimization algorithms.

gradients-descent optimization-algorithms package

Last synced: 30 Apr 2025

https://github.com/danieldacosta/energy-forecast

The repository consists of an energy forecasting model using XGboost. The dataset consists of hourly energy consumption rates in kWh for an industrial utility.

energy-forecasting-model forecasting xgboost

Last synced: 30 Apr 2025

https://github.com/danieldacosta/dashboardapp-daily-report

A dashboard web application for building your own daily report.

dashboard flask report webapp webapplication

Last synced: 30 Apr 2025

https://github.com/danieldacosta/covid-19-analysis

Disease model for analyzing the spread of COVID-19. The projects uses a SEIR model.

Last synced: 30 Apr 2025

https://github.com/danieldacosta/rnn-keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 09 Aug 2025

https://github.com/DanielDaCosta/RNN-Keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

keras multi-class-classification multi-label-classifier multiple-losses-rnn rnn

Last synced: 05 May 2025

https://github.com/danieldacosta/cloudwatch-alarms

CloudWatch-SNS-Lambda integration that sends alarm notification to discord channel

cloudwatch-alarms discord-channel lambda-alarm lambda-zip sns-topic

Last synced: 30 Apr 2025

https://github.com/danieldacosta/sentence-generator

Generates sentences based on numerical inputs, taking into account: sensitiveness and intensity of the data

generates-sentences natural-language-generation nlg

Last synced: 30 Apr 2025

https://github.com/danieldacosta/disaster-webapp

The project consists of a Multi-Label Text Classifier project using a Random Forest Classifier with MultiOuputClassifier from Sklearn.

disaster-messages random-forest-classifier sklearn webapplication

Last synced: 30 Apr 2025

https://github.com/danieldacosta/system_identification_project

Undergrad Thesis: System Identification Problem

Last synced: 30 Apr 2025

https://github.com/danieldacosta/customer-segmentation

Unsupervised learning problem. Customer segmentation project

customer-segmentation kmeans

Last synced: 30 Apr 2025

https://github.com/danieldacosta/airbnb-analysis

Data analysis of AirBnb website history in the city of Rio de Janeiro

airbnb-analysis airbnb-website-history data-analysis

Last synced: 30 Apr 2025

https://github.com/danieldacosta/heartdisease-classification

Machine Learning Classification Model

Last synced: 30 Apr 2025

https://github.com/danieldacosta/aurora-cluster

Terraform module for building an aurora cluster using already built VPC and Subnets

aurora aurora-serverless aws terraform-module

Last synced: 30 Apr 2025

https://github.com/danieldacosta/nosql-apache-cassandra

Data modeling in Apache Cassandra

cassandra-cql cassandra-database nosql

Last synced: 26 Aug 2025

https://github.com/danieldacosta/dwh-redshift

ETL pipeline for a DWH hosted on Redshift

aws redshift warehouse

Last synced: 30 Apr 2025

https://github.com/danieldacosta/automate-ml-training

Repo used as a module for automating ML projects training using GitHub actions.

actions machine-learning model

Last synced: 16 May 2026

https://github.com/danieldacosta/lambda-module

Terraform AWS Lambda module

aws lambda terraform terraform-module

Last synced: 22 Jul 2025

https://github.com/danieldacosta/danieldacosta

DanielDaCosta/DanielDaCosta is a special repository. Its README.md will appear on your public profile

Last synced: 23 Aug 2025

https://github.com/danieldacosta/rdbms-data-modeling

ETL pipeline for building a database star schema.

etl postgresql rdbms

Last synced: 30 Apr 2025

https://github.com/danieldacosta/ml-serverless-deploy

Deploying Machine Learning models on AWS using Serverless Framework

aws aws-lambda s3-bucket serverless serverless-framework

Last synced: 30 Apr 2025

https://github.com/danieldacosta/lambda-sms

Terrafrom Module of an AWS Lambda responsible for sending SMS using Twilio API.

aws-lambda twilio-api

Last synced: 30 Apr 2025

https://github.com/danieldacosta/dockerized-application

Dockerizing a web application.

application docker web-aplication

Last synced: 30 Apr 2025

https://github.com/danieldacosta/offline-lambda

Testing an AWS Lambda offline

aws-lambda-offline docker lambda

Last synced: 17 Apr 2026

https://github.com/danieldacosta/lambda-messaging

Lambda that sends sms or email to user.

Last synced: 14 May 2026

https://github.com/danieldacosta/crypto-bot

Trading bot using RSI technique for Binance

cryptocurrency rsi

Last synced: 27 Jan 2026

https://github.com/danieldacosta/zip-dependencies

Shell script to zip python dependencies when uploading them to lambda.

docker packages zip

Last synced: 10 Apr 2026

https://github.com/danieldacosta/lambda-email

Sending email through AWS lambda with Terraform using smtplib and SendGrid.

Last synced: 09 Feb 2026

https://github.com/danieldacosta/psycopg2-aws-lambda

Psycopg2 C library for Python for AWS Lambda

Last synced: 16 Apr 2026

https://github.com/danieldacosta/ids-deep-belief-networks

An Intrusion Detection System based on Deep Belief Networks

Last synced: 08 Feb 2026

https://github.com/danieldacosta/distributed-file-system

Emulation-based system for distributed file storage and parallel computation

firebase mapreduce mysql

Last synced: 30 Apr 2025

https://github.com/danieldacosta/mlflow-server

MLflow server on EC2 with Docker, using s3 and RDS to store artifacts and files.

aws docker gitlab-ci mlfow

Last synced: 17 Apr 2026

https://github.com/danieldacosta/lambda-ssm-ec2

Lambda that executes Shell Script inside EC2 using SSM

Last synced: 10 May 2026

https://github.com/danieldacosta/prompt-learning-bias

Apply the newly emerging field of prompt engineering to identify and measure social bias in language models

Last synced: 28 Feb 2025

https://github.com/danieldacosta/detoxifying-text-marco

Reproduction study of the paper "Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts"

bart detoxify masking nlp toxicity

Last synced: 28 Feb 2025

https://github.com/danieldacosta/social-media-habits

Last synced: 15 May 2026

https://github.com/danieldacosta/ai-chat-bot

Dynamic chat interface where users can communicate with ReX, a chatbot powered by the advanced capabilities of OpenAI's GPT-3.5.

javascript react

Last synced: 06 May 2026

https://github.com/danieldacosta/eth-dapp-supplychain

Last synced: 09 May 2026

https://github.com/danieldacosta/recommendation-system

The project's goal is to create diverse recommendation systems that predict user-item ratings

item-based-recommendation model-based-recommendation recommendation-system

Last synced: 10 May 2026

https://github.com/danieldacosta/finetunedbert-data-augmentation

Enhance model performance in out-of-distribution contexts using fine-tuned BERT and data augmentation. Comparative analysis showcases efficiency gains with a 40% smaller model.

bert data-augmentation distilbert gpt-3 nlp

Last synced: 25 Oct 2025

https://github.com/danieldacosta/workflow-management-webapp

Workflow management application using React with TypeScript, FastAPI, and LangChain.

fastapi langchain react typescript

Last synced: 28 Jan 2026

https://github.com/danieldacosta/real-time-cdc-pipeline

Last synced: 26 Feb 2026

https://github.com/danieldacosta/firebase-chat-bot

Platform for instantaneous and continuous dialogue, using React, Node.js and Firebase.

firebase typescript

Last synced: 11 May 2026

https://github.com/danieldacosta/database-connection

Script for connecting and executing queries into Postgres database

postgres psycopg2 sql

Last synced: 16 Apr 2026

https://github.com/danieldacosta/private-key-generator

Generates key at format .pem from a private key text

ssh

Last synced: 11 May 2026

https://github.com/danieldacosta/ai-flashcards-generator

Parses lengthy YouTube transcripts with its Semantic Extraction Algorithm (SEA) to create flashcards

Last synced: 16 Apr 2026

https://github.com/danieldacosta/miniproject-dapp

Deploy DApp to Rinkeby Test Network

Last synced: 04 Mar 2026

https://github.com/danieldacosta/etl-spark-stepfunctions

ETL pipeline using Spark on EMR cluster and Step functions for orchestrations.

aws aws-step-functions etl spark

Last synced: 17 Apr 2026

https://github.com/danieldacosta/erc721-code-template

Code template for a ERC721 Dapp

Last synced: 07 Jun 2026

https://github.com/danieldacosta/spark-etl

ETL pipeline in Spark that loads data from s3, processes the data into analytics tables, and loads them back to s3.

Last synced: 13 Sep 2025

https://github.com/danieldacosta/neuraltextclassifier-comparison

From scratch implementation of a custom Multi-Layer Feed-Forward Network. Evaluate its performance across datasets and configurations, comparing with out-of-the-shelf models.

neural-network nlp tf-idf word-embeddings

Last synced: 23 Jun 2025