End to End Technology Solutions
In the ever-evolving landscape of PHP development, Fibers emerged as a powerful concurrency mechanism introduced in PHP 8.1. These lightweight execution units provide developers with unprecedented control over function execution, transforming how we approach asynchronous programming. What Exactly Are PHP Fibers? Fibers are co routines that allow developers to pause and resume function execution Continue Reading »
At InnovationM, we are constantly searching for tools and technologies that can drive the performance and scalability of our AI-driven products. Recently, we made progress with vLLM, a high-performance model inference engine designed to deploy Large Language Models (LLMs) more efficiently. We had a defined challenge. Deploy our own custom-trained LLM as a fast and Continue Reading »
Keeping organized workflows, facilitating smooth collaboration, and staying on top of duties are critical in the fast-paced field of product management. Thankfully, there are powerful technologies like Confluence and JIRA that may improve team alignment, increase productivity, and streamline procedures. We will look at how Confluence, Workflow Management, and JIRA Automation may transform your approach Continue Reading »
Why is it essential? Mobile apps have become an integral part of our lives. Whether at home, the office, or on vacation, we use mobile apps for binge-watching, tracking our steps, navigation, communication, travel booking, and even finding a doctor. Mobile applications are being used by government and private organizations for a variety of purposes, Continue Reading »
Introduction Business Analysts (BAs) must possess the wireframing skill in order to cater to the gap that exists between business needs and its technical execution. An accurate wireframe serves as an aid in visualizing the product– all stakeholders can have a shared vision of the project even before any development has started. What is a Continue Reading »
Introduction Let’s face it—LLMs (Large Language Models) are amazing, but they’re also computationally expensive. Every time a user makes a request, the model fires up, processes vast amounts of data, and generates a response from scratch. This is great for unique queries, but for frequently repeated prompts? Not so much. This is where Prompt Caching Continue Reading »
In recent years, three technologies have dominated the tech landscape: Python, Artificial Intelligence (AI), and Blockchain. Individually, they have revolutionized industries, but when combined, they unlock unprecedented possibilities. This blog explores the intersection of Python, AI, and Blockchain, highlighting how they complement each other and the opportunities they create for developers and businesses. Why Continue Reading »
Mixture of Experts (MoE) Models: The Future of Scaling AI In the ever-evolving landscape of artificial intelligence (AI), the quest for models that are both powerful and efficient has led us to explore innovative architectures. One such groundbreaking approach that has captured our attention is the Mixture of Experts (MoE) model. This architecture not only Continue Reading »
As Business Analysts (BAs), one of our most critical tasks is managing and defining requirements for various projects in one go. Among the many challenges we face, one of the most crucial is requirement prioritization. A well-organized set of requirements will also ensure that engineers, programmers, and database analysts build the most essential components of Continue Reading »
In our ever-evolving journey toward building smarter, more reliable AI systems, one concept has proven indispensable: epochs. At its core, an epoch represents one complete pass over the entire training dataset—a cycle in which our model learns from every available example. As a team that thrives on innovation and continuous improvement, we’ve developed strategies Continue Reading »
Ensuring your website remains online and secure is crucial for business operations and user experience. In this post, we’ll walk through building a Python-based website monitoring system that continuously checks site availability, handles API authentication, and sends real-time notifications via webhooks. This system will help you: ● Monitor website uptime ● Check SSL certificate expiration Continue Reading »
Over the past year, our team has witnessed a seismic shift in how we approach AI application development. One of the most exciting innovations we’ve embraced is BAML—a domain-specific language designed specifically for structured prompt engineering. In our journey, BAML has not only simplified our workflow but has also revolutionized the way we create Continue Reading »
In today’s data-driven world, decision-making is no longer just about experience or gut feeling—it’s about precision, efficiency, and foresight. As a Business Analyst, I’ve seen firsthand how AI-powered predictive analytics is reshaping the way organizations anticipate trends, mitigate risks, and optimize operations. Gone are the days when businesses relied solely on historical data and traditional Continue Reading »
Let’s be honest—AI models are smart, but they can also be wildly overconfident. Ever had ChatGPT confidently tell you that tomatoes are vegetables, only to backtrack when you call it out? Yeah, that’s it. Large Language Models (LLMs) create responses based on the material they were trained on, but they are not well-versed (“know”) with Continue Reading »
In today’s fast-changing era of Artificial Intelligence (AI), the need for solutions that facilitate end-to-end integration of language models and real-world applications is higher than ever before. Welcome LangChain, a powerful platform built with the aim of optimizing the use of Large Language Models (LLMs). By offering an architecture to build intelligent and adaptive Continue Reading »
Supervised Fine Tuning (SFT) – Improving Models for Particular Scenarios The painstaking process that is the evolution of Artificial Intelligence (AI) has yielded exceptionally complex models capable of a variety of tasks, each performed with astounding efficiency. Unfortunately, these models often lack one crucial element: versatility. This is where Supervised Fine Tuning (SFT) proves to Continue Reading »
For years, Large Language Models (LLMs) have impressed us with their ability to generate human-like responses, but they’ve always had a major limitation—they react rather than act. They answer questions but don’t take the initiative, they don’t plan ahead, and they certainly don’t adapt to new information on their own. This is where the Continue Reading »
In the ever-evolving world of artificial intelligence (AI), large language models (LLMs) like ChatGPT have changed the way of interaction with technology. Their ability to generate human-like responses to a variety of questions made them revolutionary. This is where Retrieval-Augmented Generation (RAG) comes into play. RAG is a method designed to overcome these challenges and Continue Reading »
Picture this: It’s a cool night, and you’re snuggled up on the sofa, browsing through your preferred online shop on your device. You find the ideal jacket, click to purchase it, but the site crashes. Buttons are overly tiny, the text is not aligned properly, and annoyance arises. You decide to forgo the purchase. Now, Continue Reading »
TanStack Query (formerly React Query) is a powerful and flexible data-fetching library for JavaScript and TypeScript applications. It provides efficient tools to manage server state, including caching, synchronization, and background updates. By eliminating the need for boilerplate code, TanStack Query allows developers to focus on building features rather than managing API calls manually. Core Concepts Continue Reading »
In this blog, we’ll explore new hooks introduced in React 19’s that will help you to keep your codebase clean and manageable . Get ready to dive into a world of possibilities with React’s latest evolution! 1.UseActionState React 19 introduces a new hook, useActionState, designed to simplify handling state updates for Actions. This hook Continue Reading »
What Are Transactions? A transaction is a sequence of operations performed as a single logical unit of work. To ensure the consistency of data, transactions adhere to the ACID properties: Atomicity: All operations in a transaction succeed or none do. Consistency: Transactions bring the database from one valid state to another. Isolation: Transactions do not Continue Reading »
As a Senior Business Analyst (BA), I’ve often found myself reflecting on how dynamic and transformative this role has become. What was once considered a strictly requirements gathering position has evolved into a strategic linchpin for organizational success. With businesses constantly adapting to digital disruption, customer-centric practices, and operational complexity, the expectations placed on Continue Reading »
Hey there, tech enthusiasts and app developers! Let’s talk about something exciting that’s been shaking up the mobile app world: Flutter. If you’re tired of the old-school approach to building mobile apps, you’re in for a treat. Why Flutter is Super Cool ? Remember the days when you had to write completely separate code for Continue Reading »
Artificial intelligence has taken a great leap with the help of Reinforcement Learning from Human Feedback (RLHF), a method that combines the power of human judgment with traditional machine learning. Unlike conventional training processes that depend entirely on static datasets, RLHF uses human input to make AI systems more adaptable and contextually aware. What Makes Continue Reading »
React Hooks have transformed the way developers handle state and side effects in React applications, offering a cleaner and more streamlined approach compared to traditional class components. By adopting Hooks, developers can write more maintainable code, reduce complexity, and enhance their development workflow. In this guide, we’ll explore the evolution, core concepts, practical examples, and Continue Reading »
Validation is a crucial aspect of any application. It ensures data integrity, enhances user experience, and prevents security vulnerabilities. Laravel, one of the most popular PHP frameworks, provides a powerful and flexible validation mechanism. However, understanding and implementing best practices in Laravel request validation can elevate your application’s quality significantly. In this blog, we’ll walk Continue Reading »
What is Linting? Linting is a static code analysis tool that automatically scans your code for potential errors, stylistic issues, and inconsistencies. It helps you maintain code quality, consistency, and readability by identifying and flagging potential problems early in the development process. Why Use Linting? ● Improved Code Quality: Linting allows developers to identify and Continue Reading »
React Native is a powerful framework for building cross-platform mobile apps, but like any technology, performance can be a concern when dealing with complex apps. To ensure that your React Native app performs smoothly, it’s crucial to apply best practices in performance optimization. In this blog post, I’ll cover some essential tips to help boost Continue Reading »
For a business that is looking to make a presence on mobile, the ultimate goal that all of them — irrespective of what category they belong to — plans to achieve is reach masses at low development cost and fast launch time. The trio is a sweet spot that all businesses long to achieve. A sweet spot that Continue Reading »