Arafat Tehsin Blog
AI shines on the happy path and trust is earned on the edge cases. Human-in-the-Loop HITL is how you keep AI honest. Humans arbitrate ambiguity, absorb asymmetric risk and turn every override into learning. This partic
Arafat Tehsin Blog
If you’ve been building with LLMs for more than a few weeks, you've probably discovered there's a big gap between a demo that impresses in a meeting and a system that quietly runs every day in production. The difference
Arafat Tehsin Blog
When you start building AI agents , it doesn’t take long before you hit a wall and ask yourself, “ How do I get my agents to talk to each other without reinventing the wheel every time? ” Sure, you can handcraft APIs, de
Arafat Tehsin Blog
Happy new year. I know you're excited to see this. It is real, it is happening, but you know what? It is still in preview and things will break. So, get ready for it. If you're wondering what this SDK is all about then d
Arafat Tehsin Blog
Imagine running a restaurant. Each of your team member, from the chef to server to the cashier has got specialised skills. While the chef prepares delicious meals, the server ensures that the food is delivered promptly a
Arafat Tehsin Blog
In our previous post , we delved into the fascinating world of local Retrieval-Augmented Generation RAG using Microsoft’s Phi-3 and the Semantic Kernel framework. I demonstrated how to build a basic Console App that sh
Arafat Tehsin Blog
It's true that not every challenge can be distilled into a straightforward solution. However, as someone who has always believed in the power of simplicity, I think a deeper understanding of the problem often paves the w
Arafat Tehsin Blog
Hello 👋. May I request you to write this prompt into your ChatGPT console and see what do you get? My friend is coming from Thailand. Can you please track the flight from Bangkok to Sydney? Also, considering the weather
Arafat Tehsin Blog
The world is changing rapidly and so are the applications that we use every day at our workplace, home, gym, playground and the likes. Gone are the days when applications were just software that ran on your workstations
Arafat Tehsin Blog
Last week I received an email from the Microsoft Reactor team informing me that I had 360 RSVPs on the day of my talk . While I was super excited, I was a bit nervous because I wanted to ensure that I deliver the content
Arafat Tehsin Blog
As you know, Microsoft's AI Builder now supports prebuilt Azure OpenAI models, allowing users to easily integrate powerful AI capabilities into their applications and processes without the need for any coding or data sci
Arafat Tehsin Blog
Personalization in customer service is the practice of tailoring interactions with customers to their individual needs and preferences. This can be achieved through the use of customer data and technology such as machine
Arafat Tehsin Blog
In today's digital age, it is not easy for any business to work without personalization. Especially for those in the retail or consumer market, personalization has now become the fundamental aspect of their branding. It
Arafat Tehsin Blog
In the last couple of years, Artificial Intelligence AI has shown tremendous growth opportunities. It is rapidly improving and changing the way we interact, shop and work. AI has become so ubiquitous in our daily lives
Arafat Tehsin Blog
Few months back, I posted a small video clip on my LinkedIn to show how I used ML.NET w/ Azure , WinML & UWP to build a custom real-time object detection application. I received a few messages of folks on how I actu
Arafat Tehsin Blog
Last week my level of excitement just went up to another level when I got an access to OpenAI's API. The API features a powerful general purpose language model, GPT-3, and has received tens of thousands of applications t
Arafat Tehsin Blog
If you run or a part of a business then you must have customers and a big number of those customers are driven by the customer service. Good customer service acts as a catalyst for your customer retention and helps you
Arafat Tehsin Blog
2020 has been unique, unusual and a different type of year. It became a reason for many changes and one of those changes are going virtual from in-person meetups. Virtual meetups have become an essential tool for the com
Arafat Tehsin Blog
Despite my diverse engagements with different Microsoft stacks ranging from Power Platform to Azure AI, I have always been a .NET C guy and because of that I have a special place in my heart for all things XAML and ML
Arafat Tehsin Blog
Around 2.5 years back, one of the data centers in the Hospital of Cairns, Queensland, Australia caught up the fire because of the faulty battery. This year, UK's Air Accidents Investigation Branch concluded that the fire
Arafat Tehsin Blog
In our previous post , I talked about how can we create a simple Flight Tracker bot with the fixed Adaptive Cards information. In this post, we're going to learn how can you handle interruptions during a bot's conversati
Arafat Tehsin Blog
Knowledge increases when it is shared. As a strong believer of this notion, it always cheers me up when I see a new tool, technology or even a blog post which helps people solve their problems. In today's world, there ar