Introduction to my blog covering AI/ML, engineering projects, and tech insights.

As developers, how do we adapt to a world where AI systems act as active collaborative partners rather than simple autocompletion scripts? The Shift from Code Generation to Problem Solving Tradit...

A step-by-step technical guide to efficiently fine-tuning 3B-8B parameter models on consumer GPUs using Parameter-Efficient Fine-Tuning (PEFT).

Understanding direct vs. indirect prompt injection vulnerabilities in autonomous LLM agents and implementing defense-in-depth mechanisms.

Continuous learning is fundamental to staying ahead in the rapidly evolving AI field. Here is my strategic roadmap for professional certifications in AI/ML and Cloud Engineering. Target Certificat...

Architecting asynchronous REST APIs in Python using FastAPI, Redis caching, and connection pooling for scalable backend services.

The software engineering landscape is undergoing a massive shift towards autonomous AI agents capable of reasoning, planning, and executing complex software modifications. Key Developments 1. Mul...

Designing and deploying modern AI models requires a robust architectural blueprint spanning data engineering, training orchestration, and secure API serving. In this post, we explore end-to-end MLO...