Technical Blog

Deep dives into AI engineering, machine learning, and production systems

6 Articles

Deep Learning Jan 05, 2026

Scaling Transformers: A Practical Guide

Strategies and techniques for efficiently scaling transformer models in production environments with PyTorch.

PyTorch Optimization Distributed
12 min read
Read More
MLOps Jan 02, 2026

Building Robust ML Pipelines with Kubeflow

A practical guide to creating scalable and maintainable machine learning workflows on Kubernetes.

Kubernetes CI/CD Pipeline
15 min read
Read More
Computer Vision Dec 28, 2025

Real-time Object Detection at the Edge

Model compression and optimization strategies for deploying object detection on resource-constrained devices.

YOLO TensorRT Edge AI
14 min read
Read More
NLP Dec 20, 2025

Fine-tuning LLMs: Best Practices

Comprehensive guide to parameter-efficient fine-tuning of large language models using LoRA and QLoRA.

LLM Fine-tuning PEFT
15 min read
Read More
Research Dec 15, 2025

Understanding Diffusion Models

Deep dive into the mathematical foundations and practical implementations of diffusion models for image generation.

Generative AI Diffusion Theory
18 min read
Read More
Tools Dec 10, 2025

My AI Development Toolkit 2025

Essential tools, frameworks, and workflows for modern AI engineering and maximum productivity.

Tools Productivity DevOps
12 min read
Read More