• AI/ML - Architecture - Articles - General

    Why you should use FastAPI?

    October 11, 2025 - By 

    If you are building an AI-powered application today, the way you expose your models through APIs can make a big difference in scalability and developer experience. FastAPI has become one of the most popular choices for creating robust, production-ready APIs, especially for AI and LLM-based workloads. It is fast, type-safe, asynchronous, and easy to work with, which makes it ideal for developers who want both speed and clarity. While Flask, Django, BentoML, and Ray Serve are all valid alternatives, FastAPI provides a good balance between simplicity and performance. For enterprise-level applications, however, more powerful frameworks like Ray Serve or BentoML…

  • AI/ML - Articles

    In the era of Gen AI, should we still learn statistics and ML?

    September 16, 2025 - By 

    With the rise of Generative AI, many professionals wonder if learning the old school foundations of statistics, classical machine learning, and data science is still relevant. After all, tools today can generate insights, code, and even models with just a few prompts. It is tempting to skip the basics and focus only on leveraging Gen AI platforms. But the reality is, foundational knowledge still holds significant value, especially depending on who you are and what you do. For Data Scientists and Analysts If you are building models, validating results, or making sense of patterns in data, a strong foundation is…

  • Articles

    Article: Keep Learning, Keep Moving

    August 29, 2025 - By 

    Technology is moving fast. Life is moving fast too. New tools show up, old skills become less valuable, and the way we work keeps shifting. If you are in IT, software, project management, or any role that touches tech and business, continuous learning is not a nice-to-have. It is survival, growth, and confidence in one simple habit. A quick story that changed how I look at learning When I was in college, I was bitten by a mad dog and went straight to the hospital for vaccination. I still remember the doctor. He had a big pile of books beside…

  • Articles

    How to Cheat Orion Innovation Interviews!

    July 11, 2025 - By 

    Let’s start with the obvious. No, you cannot actually cheat your way through an Orion Innovation interview. The title is sarcastic, of course. The real message is this: companies used to hire people who could code. Now, we hire people who can think. If you’re looking for a shortcut, here it is. Think better, think deeper, and think clearly. That’s the only strategy that works. Orion Innovation is the company I work for, so – Just Kidding 😊 AI Skills Are Not Optional Anymore It is no longer enough to say “I used ChatGPT” or “we integrated OpenAI APIs.” Everyone…

  • AI/ML - Articles - Enterprise Architecture

    Alternative thoughts on Retrieval-Augmented Generation (RAG)

    November 22, 2024 - By 

    Solutions are always tailored to specific problems. There’s no one-size-fits-all approach. The techniques vary depending on needs like the level of customization, available data sources, and system complexity. The strategy should be based on these factors. Here are a few alternative approaches we can consider, if RAG is optional: Embedding-Based Search with Pretrained Models: This is a relatively easy approach to implement, but it doesn’t offer the same capabilities as RAG. It works well when simple retrieval is enough and there’s no need for complex reasoning. – Knowledge Graphs with AI Integration: Best for situations where structured reasoning and relationships…

  • Articles - General

    Why some professional certifications are not trustworthy in some countries?

    September 24, 2020 - By 

    Read the original article I wrote in LInkedIn here. I was in a brainstorm meeting to design a new training program for developers, and one suggestion was to have a mandatory certification as part of evaluation criteria. Most of us were not in agreement with the idea but a justification comment from one person caught my attention “certification exams are just memory tests!“. Microsoft do not conduct Beta exams in few countries and it is clearly mentioned in the About page of Microsoft’s Certifications: Candidates located in China, India, Pakistan, or Turkey are not eligible to participate in beta exams…

  • Articles - Vlog

    Part-2 of Python Learning (Malayalam) Series has been published

    July 16, 2020 - By 

    You can Read the article here: – പ്രോഗ്രാമിംഗ് പഠിക്കാൻ പഠിക്കാം – പൈത്തൺ പ്രോഗ്രാമിംഗ് ഭാഗം 2 – https://www.janmabhumi.in/read/python-programming-part-2/ – YouTube Video of the same: https://www.youtube.com/watch?v=rRZA2rCXzEs All previous Parts – https://www.janmabhumi.in/admin-news-listing/?username=b19GgNpk1nCEhD9APPZ9Ch2RL0fgfM May subscribe to playlist for updates on future parts – https://www.youtube.com/channel/UC3s4kM_Ov55FF02I5nQZB4g