Presentations on Ash Tewari

Understanding RAG @ All Things Open AI 2025

Mon, 31 Mar 2025 02:29:39 +0000

What I learned while creating Bookshelf (open source RAG Application)

I had the opportunity to speak at the AllThingsOpen.ai 2025 Conference recently. It was a wonderful experience to learn from and share with so many amazing fellow presenters and attendees. All Things Open AI 2025 session recordings are available now.

I spoke about several key aspects of Retrieval-Augmented Generation (RAG) and vector databases. The main topics I addressed included The Core Concepts of RAG, Embedding Models vs. Inference Models, Handling Multiple Embeddings and various Optimizations Beyond Naive RAG such as chunking strategies, enrichment with metadata, auto-merging retriever, and reranking models. Finally, I touched on Local Execution and GPU Utilization.

Getting started with Blockchain

Wed, 22 May 2019 14:00:48 +0000

Washington DC - May 2019

In this session, we will introduce you to the world of Blockchain technology. We will start with the fundamentals and explain the characteristics and use cases of Blockchains and Decentralized applications. We will explain public Blockchains as well as permissioned Blockchains - with examples from Ethereum and Hyperledger. You will learn how to create a private blockchain to get started. You will learn about Ethereum and how to program Smart Contracts for Ethereum Blockchain. We will also share best practices for secure and effective Smart Contracts development.

TRINUG - Programming Smart Contracts on Ethereum Blockchain

Wed, 08 Aug 2018 21:30:50 +0000

TRINUG - Main Meeting : Programming Smart Contracts on Ethereum Blockchain - August 2018

In this session, Ash will introduce you to the world of Blockchain programming. You will learn about Ethereum and how to program Smart Contracts for Ethereum Blockchain. You will learn how to deploy and test your Contracts on a public Ethereum Testnet. Ash will share best practices for Smart Contract development. You will be able to participate in a hands-on walk-through in the latter half of the session.

Universal Apps

Thu, 13 Nov 2014 02:50:36 +0000

The story of Windows Universal Apps is the result of advancements in three areas:

The platform convergence between Windows 8.1 and Windows Phone 8.1
The (ongoing) unification of Windows and Windows Phone stores.
Shared Projects and other enhancements in Visual Studio 2013 Update 2 to support cross-platform development.

I have written about my experience in converting an existing Windows 8 app, CensusMapper, to a Universal App on the AIS Blog. Read the article here. I have also created another Universal App, LRMS, using Windows App Studio. This app is available in both Windows and Windows Phone Stores.