Writing & Thoughts.

Deep dives into Next.js frontend engineering, scalable backend architectures, cloud automation, and the frontiers of AI & Data Science.

May 18, 20269 min read

Deep Dive: Fine-Tuning LLMs and Implementing Custom RAG Systems

A practical guide to building custom retrieval-augmented generation pipelines, preparing datasets with Pandas/NumPy, and fine-tuning open-source models with PyTorch.

#AI#PyTorch#LLMs#Data Science

Backend

May 18, 20268 min read

Enterprise Backend Architecture: Scalable Solutions in Django and .NET

Exploring architectural patterns in backends: comparing asynchronous event-driven Django pipelines with enterprise-grade C# and .NET Web APIs.

#Backend#Django#.NET#C#

Scaling Next.js on the Edge with Advanced Caching

Frontend

May 18, 20265 min read

Scaling Next.js on the Edge with Advanced Caching

How to leverage Vercel's Edge network, Incremental Static Regeneration (ISR), and dynamic middleware to drastically reduce TTFB and handle traffic spikes efficiently.

#Next.js#Frontend#Performance