Publications

PUBLICATIONS

Research summaries, articles and published work.

Research SummaryFeatured

Optimizing Grid Load Forecasting with Machine Learning

M. Rahman, A. Chen

A practical study on using gradient-boosted trees and LSTMs to forecast short-term electricity demand, reducing peak-hour error by 18%.

AIEnergyForecastingMachine Learning

calendar_monthNov 12, 2025

via ResearchGate

Designing Database-Driven CMS Architectures for White-Label Portfolios

M. Rahman

How to structure a single-container Next.js + Prisma application so the same codebase can be rebased into many client portfolios without forking logic.

SoftwareNext.jsArchitectureCMS

calendar_monthSep 3, 2025

via Medium

A Case Study: Cutting API Response Times by 60% with Edge Caching

M. Rahman

Real-world numbers from moving a read-heavy public API behind an edge cache, including cache-invalidation strategy and cost impact.

PerformanceCachingDataSoftware

calendar_monthJun 21, 2025

via LinkedIn