End to End Technology Solutions
Imagine managing your entire fleet of AWS EC2 instances with just a few clicks- no more manual hassle, no more guesswork. This document provides a detailed breakdown of a Jenkins pipeline designed for managing AWS EC2 instances. The pipeline automates common EC2 operations such as listing, starting, stopping, and rebooting instances. A critical aspect of Continue Reading »
Maintaining different environments for development, staging, and production is essential in any large-scale mobile app. In this post, I’ll walk you through how I implemented multi environment (flavor) support in a React Native app built with Expo + EAS — covering both Android and iOS — using separate configurations, build schemes, and runtime environment handling. ️ Continue Reading »
Introduction In today’s data-driven world, businesses rely heavily on insights derived from their databases. However, extracting meaningful information often requires specialized skills in SQL and data visualization. This blog post details the development of an AI agent designed to bridge this gap, enabling users to generate interactive dashboards from their SQL databases using natural language, Continue Reading »
InnovationM build intelligent systems that handle a wide range of data—from scanned documents and tax records to music exercises and performance reviews. With such diverse and data-heavy projects, our challenge was simple but critical: how can we make this data instantly searchable and usable? Enter Elasticsearch—a fast, flexible, and scalable search engine that we’ve seamlessly Continue Reading »
You’re checking the score of an IPL match on Cricbuzz or the IPL website. Suddenly, an animation pops up — Virat Kohli just smashed a six! The commentary updates, and so does the score. But wait… You didn’t even refresh the page. Still, everything feels live. Real-time. Like you’re watching it unfold as it happens. Continue Reading »
If you’re building a Flutter app and want to sell stuff like premium features, digital items, or subscriptions, in-app purchases (IAP) is a solid move. I’m gonna break down how to set this up in Flutter using the in_app_purchase package. What Are In-App Purchases? In-app purchases let users buy things right inside your app,like extra Continue Reading »
Managing frequent database insertions without giving developers direct database access is crucial for maintaining security, data integrity, and operational efficiency. A Jenkins pipeline is a perfect solution for this. This blog explores how to set up a Jenkins pipeline to safely run regular database insertions, such as adding new skill names, with complete auditing Continue Reading »
Yo, what’s good, Flutter crew? If you’re messing around with Flutter, you’ve probably hit that wall where your app starts turning into a total mess. State management’s a pain, navigation’s clunky, and dependencies? Don’t even get me started. But hold up—GetX is like that friend who shows up with tacos right when you need ‘em. Continue Reading »
Retention marketing strategies have become crucial for businesses today, especially when increasing customer retention rates by just 5% can boost profits by 25% to 95%. We’ve found that acquiring new customers costs significantly more than retaining existing ones, making customer retention a vital focus for sustainable growth. In fact, a mere 1% increase in customer Continue Reading »
In today’s fast-paced tech industry, automation seems to be the golden standard. Everywhere you turn, there’s a push toward automating tests, speeding up deployments, and relying heavily on scripts to do the work that once required manual effort. It’s easy to assume that manual testing might be losing its value. However, the reality is Continue Reading »
In today’s fast-paced work environments, artificial intelligence isn’t just a buzzword — it’s becoming a vital partner in everyday tasks. At our company, we’ve been exploring ways to make our workflows more intelligent, more productive, and a lot more efficient. One of the game-changers for us has been GPT-4.1, OpenAI’s latest large language model. Continue Reading »
How I Fell in Love with Shorebird’s Flutter Code Push? A few weeks ago, I was tearing my hair out over a tiny bug in my Flutter app—a misaligned button that was driving users nuts. Fixing it was easy, but the thought of waiting days for App Store approval? Pure torture. Then I stumbled across Continue Reading »
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 »