data engineering zoomcamp tutorials and homework

Agentic RAG with crewAI

My experiments with data, machine learning and AI

experiments with docker and load balacing on aws

mlops with github actions

hands on experiments with docker and kubernetes

learning pyspark

mlops for regression model using pydantic, poetry, github actions and makefiles

microservices architecture for an mlops application

mlops app deployment using github actions

exercises in modularizing ML code using pydantic, loguru, poetry, etc

Financial risk and compliance bot for loan applications

sentiment reviews using nltk and transformers

Computer Vision project with Keras and deployment on AWS

deploying a house price prediction model using docker and github actions

course content and homework from mlops zoomcamp

autoencoders for forecasting and anomaly detection

repository for AB testing

classification endpoint using aws sagemaker

Operations research problem using linear programming

my experiments with docker

netflix recommender system with streamlit

Assignments and materials from Generative AI with Large Language models

Using BERT based uncased for NER with finetuning

RAG chatbot for PDFs using Snowflake, AWS bedrock and streamlit