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The Accidental MLOps Engineer: A Databricks Roadmap From Data Chaos to Production AI

Tired of fragmented data stacks killing your AI projects? This roadmap is a candid, technically insightful guide through the Databricks Lakehouse. Go...

Dr Arun Kumar

Sep 28, 2025 1 min read

Latest Articles

Google's Agent2Agent and Anthropic's Model Context Protocol (MCP) - A Comparative Analysis

The AI apps work non deterministically based on their artificial intelligence. To ensure decision making is robust and r...

Dr Arun Kumar

Apr 12, 2025 1 min

Self-Host Llama 3 70B on Your Own GPU Cluster: A Step-by-Step Guide

Hosting Llama 3 70B on your own GPU cluster isn’t just about bragging rights—it’s about unlocking the freedom to tweak,...

Dr Arun Kumar

Mar 30, 2025 1 min

How to Deploy Large Language Models (LLMs) - A Step-by-Step Guide

Imagine a world where machines don’t just follow commands but converse, create, and problem-solve alongside humans. This...

Dr Arun Kumar

Mar 29, 2025 1 min

FlashMLA: Revolutionizing Efficient Decoding in Large Language Models through Multi-Latent Attention and Hopper GPU Optimization

In this study, we'll do a comprehensive exploration of FlashMLA’s architecture, technical innovations, and real-world im...

Dr Arun Kumar

Feb 26, 2025 1 min

GRPO Group Relative Policy Optimization Tutorial

Group Relative Policy Optimization (GRPO) is a reinforcement learning (RL) algorithm designed to optimize large language...

Dr Arun Kumar

Apr 02, 2025 1 min

DeepScaleR-1.5B isnt just good for its size – it’s rewriting the rules

DeepscaleR, an open-source model demonstrates how reinforcement learning (RL) can unlock exceptional performance in smal...

Dr Arun Kumar

Feb 15, 2025 1 min

Comparative Analysis of AI Agent Frameworks with DSPy: LangGraph, AutoGen and CrewAI

This article compares DSPy with these frameworks across cost, learning curve, code quality, design patterns, tool covera...

Dr Arun Kumar

Feb 13, 2025 1 min

8 Techniques to Optimize Inference for Large Language Models: A Comprehensive Research Review

Deploying Large Language Models (LLMs) like GPT-4, Llama 3, or Mixtral for real-world applications demands careful optim...

Dr Arun Kumar

Jan 28, 2025 1 min

8-Step Framework for Building Smarter Machine Learning Models

Machine learning (ML) isn’t magic; it’s a series of carefully orchestrated steps designed to transform raw data into pre...

Dr Arun Kumar

Dec 09, 2024 1 min

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AI Tools, AI Tutorials & Artificial Intelligence Research Blog : Welcome to The Flying Birds

Featured Article

The Accidental MLOps Engineer: A Databricks Roadmap From Data Chaos to Production AI

Dr Arun Kumar

Latest Articles

Google's Agent2Agent and Anthropic's Model Context Protocol (MCP) - A Comparative Analysis

Self-Host Llama 3 70B on Your Own GPU Cluster: A Step-by-Step Guide

How to Deploy Large Language Models (LLMs) - A Step-by-Step Guide

FlashMLA: Revolutionizing Efficient Decoding in Large Language Models through Multi-Latent Attention and Hopper GPU Optimization

GRPO Group Relative Policy Optimization Tutorial

DeepScaleR-1.5B isnt just good for its size – it’s rewriting the rules

Comparative Analysis of AI Agent Frameworks with DSPy: LangGraph, AutoGen and CrewAI

8 Techniques to Optimize Inference for Large Language Models: A Comprehensive Research Review

8-Step Framework for Building Smarter Machine Learning Models

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