Snow Storm's Projects
Deploying Machine Learning models on AWS using Serverless Framework
MLflow server on EC2 with Docker, using s3 and RDS to store artifacts and files.
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.
Data modeling in Apache Cassandra
Testing an AWS Lambda offline
Truffle tutorial using Solidity contracts & libraries, front-end views and more
Generates key at format .pem from a private key text
Apply the newly emerging field of prompt engineering to identify and measure social bias in language models
Psycopg2 C library for Python for AWS Lambda
ETL pipeline for building a database star schema.
Code snapshots and materials for our "React - The Complete Guide" course (https://acad.link/reactjs)
The project's goal is to create diverse recommendation systems that predict user-item ratings
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.
Generates sentences based on numerical inputs, taking into account: sensitiveness and intensity of the data
ETL pipeline in Spark that loads data from s3, processes the data into analytics tables, and loads them back to s3.
Shell script for multiple port-forwarding connections
Undergrad Thesis: System Identification Problem
Terraform module to create Route53 resource on AWS for create api gateway with it's basic elements.
Terraform AWS provider
Explore text classification with Logistic Regression and Naive Bayes models. Implementing from scratch, we compare feature engineering techniques like Bag-of-Words, TF-IDF, and Word Embedding for accurate labeling
Twitter dataset to analyze the social media behaviors of individuals propagating misinformation
Shell script to zip python dependencies when uploading them to lambda.