TheDeveloperLog.

Deep dives into custom AI models, machine learning architecture, full stack web development, and workflow automation.

aispeech-recognitionnepaliwhispermachine-learning

Reward-Guided Fine-Tuning for Nepali Speech Recognition

Improving Nepali speech recognition using reward-guided fine-tuning of Whisper. This approach filters noisy training data using human feedback to achieve better transcription accuracy.

Feb 24, 20265 min read

AI/MLAutomationAgents

Bursting the LLM Obesity Bubble: Beyond the Chatbox

Why the obsession with massive chatbots like ChatGPT and Gemini is blinding us to the true, transformative potential of specialized AI and Agentic workflows.

Feb 21, 20263 min read

Machine LearningData ScienceAlgorithms

Random Forest vs XGBoost: Which rules tabular data?

A practical, no-nonsense breakdown of the two titans of ensemble learning. When to use Random Forest for stability, and when to unleash XGBoost.

Feb 21, 20264 min read