Pedram Jahangiri's Projects
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models
Notebooks and examples on how to onboard and use various features of Amazon Forecast.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Example projects using the AWS CDK
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere) using AWS CDK on AWS
This is an application for backing up AWS Route 53 zone records. AWS does not provide a native backup service for Route 53, making it essential to have a custom solution to safeguard DNS records. This CDK application automatically provisions resources to back up Route 53 zones to an S3 bucket, scheduling backups to occur every day
The AWS Solutions Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions
AWS-native chatbot using Bedrock + Claude
Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)
BedrockChat acts as a conversational interface, leveraging generative AI models fine-tuned on your content.
CIM J2EE application with resource adapter access to Spark.
An NLP framework for clinical phenotyping. Docker | Python | Solr | OMOP. http://claritynlp.readthedocs.io/en/latest/
Course material for GridLAB-D
Streamlit application used for demonstration of Creative Analysis with Bedrock and Claude 3
Deep Learning tutorials in jupyter notebooks.
TensorFlow documentation
I built a CNN that can classify dog breeds
This project aims to predict the hourly electricity load in Toronto based on the loads of previous 23 hours using LSTM recurrent neural network.