Sharing what I learn while working on new ideas.
SnagTrace is an open-source Python library that helps developers identify common failures in AI agent execution traces using deterministic analysis. Instead of relying on another language model to judge whether an agent failed, it detects structural issues such as execution loops, invalid tool arguments,...
Imagine having a powerful AI pair programmer that never sends your code to the cloud, works completely offline, and costs nothing to run. With the mature ecosystem of local large language models (LLMs) and the right tools, this isn’t just a fantasy; it’s a...
Let’s be completely honest for a second. Most AI models today have the attention span of a goldfish. You can ask them to write a quick email or summarize a short webpage, and they do a great job. But what happens when you ask...
Abstract As Large Language Models (LLMs) evolve from simple text generators to reasoning engines, the focus of AI development has shifted toward agentic workflows—systems capable of autonomous planning, tool use, and self-correction. To explore the efficacy of modern orchestration frameworks, I engineered the Deep...
Stop AI hallucinations: Discover how RLHF uses human feedback to make chatbots truthful, safe, and actually helpful.
A professional virtual trading simulator for the Nepal Stock Exchange. Practice NEPSE investing risk-free with real-time data and portfolio tracking
Medical information is only useful when people can understand it. While English has a large ecosystem of medical resources, high-quality medical translation for Nepali remains limited. General-purpose language models can translate everyday text reasonably well, but they often struggle with clinical terminology, dosage instructions,...
The F1 score is a crucial metric in the field of machine learning, particularly in the evaluation of classification models. It provides a balance between precision and recall, making it especially useful in scenarios where the class distribution is imbalanced. This document will delve...
Learn the fundamentals of ML with this easy-to-follow PDF. Perfect for beginners and curious minds.