Machine Learning on Mohammad Movahedi

Agentic AI as a Research Tool

Sat, 30 May 2026 00:00:00 +0000

This scratchpad explores how agentic AI can be used as a practical research tool. It focuses on understanding how AI agents can support literature review, data analysis, writing, coding, workflow automation, and knowledge organization.

Local LLMs

Thu, 28 May 2026 00:00:00 +0000

This scratchpad collects my notes on running and working with local large language models. It is meant to better understand model deployment, inference tools, hardware requirements, quantization, fine-tuning, evaluation, and practical workflows for using LLMs outside cloud-based platforms.

Introduction to LLM

Fri, 01 May 2026 00:00:00 +0000

This scratchpad collects the LLM introduction series, an eight-part walkthrough from transformer basics to responsible deployment. Many examples use evacuation and transportation planning as a running case, but the concepts apply broadly.

Advanced Estimation Models for Demolition Waste

Wed, 20 Mar 2024 00:00:00 +0000

🏗️ The Demolition Data Gap

In the United States, construction and demolition waste (CDW) accounts for roughly 67% of the total solid waste stream, with a staggering 90% originating directly from demolition sites. For a transition toward a circular economy, accurately estimating the recoverable portion of this waste is crucial. Yet, traditional estimation models remain heavily focused on total volume rather than recyclable potential.