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Ritaja Sengupta's Projects

algorithms icon algorithms

A collection of algorithm examples in Scala and Java

athena icon athena

Query data from data lake in natural language: LLMs + Chain of thought modelling

athena2.0 icon athena2.0

A sample app for the Retrieval-Augmented Generation pattern running in Azure on both structured and semi structured sources

bluecompiler icon bluecompiler

This is a barebones compiler written with the project IFC Allignment in mind.

fake2db icon fake2db

create custom test databases that are populated with fake data

faker icon faker

Faker is a Python package that generates fake data for you.

machine-learning-patient-risk-analyzer-sa icon machine-learning-patient-risk-analyzer-sa

Machine Learning Patient Risk Analyzer Solution Accelerator is an end-to-end (E2E) healthcare app that leverages ML prediction models (e.g., Diabetes Mellitus (DM) patient 30-day re-admission, breast cancer risk, etc.) to demonstrate how these models can provide key insights for both physicians and patients. Patients can easily access their appointment and care history with infused cognitive services through a conversational interface. In addition to providing new insights for both doctors and patients, the app also provides the Data Scientist/IT Specialist with one-click experiences for registering and deploying a new or existing model to Azure Kubernetes Clusters, and best practices for maintaining these models through Azure MLOps.

mlops-v2 icon mlops-v2

Azure MLOps (v2) solution accelerators.

multi-modal-similarity icon multi-modal-similarity

Multi-modal similarity (Learning-based solution) - Learn what is similar from + and – examples.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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