Building things.
Thinking out loud.

Portfolio

Tackling Object Oriented Design Questions

Portfolio

The Spec Is Dead. The Story Isn't.

Portfolio

The Model That Decides Instead of Writing

Portfolio

My new Command Center

Portfolio

From Vague Prompts to Evaluated Workflows in Command Center

AI · Testing · Learnings

Portfolio

MCP Is Moving Beyond Sessions. Here’s Why That Matters.

Where protocol state belongs, why request boundaries matter, and what to check before migrating an MCP server.

AI · Engineering · MCP

Portfolio

Inside Buzz: How One Signed Message Becomes Work by an AI Agent

Follow a message through identity, permissions, an ACP bridge, and agent tools. What Buzz teaches us about building products where people and agents work together.

AI · Product · Engineering

Portfolio

Wild West

Portfolio

The Vision

Writing · AI · Philosophy

Portfolio

Moving and Doing in spite of Outcomes

Reflection · Writing · Philosophy

Portfolio

Scribbles

Writing · Ideas · Learnings

Portfolio

Problem Solving

Reflection · Writing · Philosophy

Portfolio

Polymath

Ideas · Projects · Todo

Portfolio

Philosophy

Philosophy · Writing

Portfolio

On writing

Writing · Learnings · Reflection

Portfolio

AI Engineering

Codebase · Testing · Guides and Processes

Medium ↗

Deploying and Inferencing Microsoft Phi-3 using vLLM and Google Colab : A Free Hosted LLM API…

In this blog post we will deploy Microsoft Phi-3 instruct model using vLLM, an open source library designed for efficient LLM inference… Continue reading on Generative AI »

deployment · gpu · open-source

Medium ↗

Llama3 : How Meta is Redefining Open Source Large Models

Meta just released their latest Llama3 model. With every breakthrough, the ecosystem of Open Source models is getting stronger and… Continue reading on Generative AI »

artificial-intelligence · data-science · machine-learning

Medium ↗

CrewAI, Ollama, and Openhermes use case in Engineering Documentation

I have always believed automation to be the way in the actualization of Large Language Models. Reducing human error in organization and… Continue reading on Medium »

artificial-intelligence · engineering · machine-learning

Medium ↗

Understanding Git: The Backbone of Version Control in Machine Learning Projects — Part I

In the realm of Software Development and by extension in Machine Learning, version control systems are indispensable tools that enable… Continue reading on DevOps.dev »

devops · software-development · mlops

Medium ↗

Querying a Code Database to find Similar Coding Problems using Langchain.

Dawn of the Planet of Language Models Continue reading on Medium »

large-language-models · interview · vector-database

Medium ↗

RAG Chains and Local LLMs : A Practical Approach to Question Answering and Summarization.

I always find it difficult to use Interfaces to read something. I have adopted the ‘reading between the lines’ method but it does not help… Continue reading on Medium »

machine-learning · software-development · ai

Medium ↗

Movie Night Made Easy: Simple Animated Movie Recommendation Agent with Langchain CSV Agents…

Lets build something quick and fun! Continue reading on Medium »

ai · llm · family

Medium ↗

Coding with SLMs — Stability AI Introduces Stable Code 3B

Stable Code 3B is a 2.7 Billion parameter Language Model allowing accurate and responsive code completion at a level on par with models… Continue reading on Medium »

artificial-intelligence · code · open-source

Medium ↗

Introducing Llama 3: The Dawn of a New Era in Artificial General Intelligence

Published with anticipation for the transformative era that Llama 3 will usher in. Continue reading on Stackademic »

large-language-models · agi · technology

Medium ↗

Build a RAG System Powered By Mistral 7B and Langchain To Build An ML System Design Interview Bot…

Yes I agree, another zillionth article on using Mistral. Well If youd like to delve into the code directly, feel free check out the Colab… Continue reading on Medium »

machine-learning · retrieval-augmented · system-design-interview