MORSETA
Loading Archive
Loading Archive
━━ Far-Future Archival Vessel ━━
A wandering data-ark, drifting beyond charted space. Cataloguing one engineer's work as recovered scholarship.
▼ Scroll to enter the archive ▼
TRANSMISSION RECEIVED — STELLAR DATE 2789.04
This archive catalogs the professional record of a software engineer
whose work spans C++ systems, machine learning, and reinforcement learning.
Each chamber contains recovered artifacts — projects, transmissions,
scholarly papers, and experiential logs — preserved for posterity.
The archive drifts. The catalog grows. Enter at will.
Recent Project Catalog
Granular Uncertainty Modelling for Reliable Left-Ventricle Segmentation and LVEF Estimation in 2D Echocardiography
A locally built end-to-end machine learning platform for credit card fraud transaction detection using a Random Forest Classifier, covering data validation, experiment tracking, and CI/CD deployment.
Article Archive
In software quality assurance, the terms verification and validation are frequently conflated, yet they describe two fundamentally different evaluation activities. Confusing them is not merely a terminological error. It leads to incomplete test strategies, undetected defects, and products that meet their written specifications while failing to serve the people who use them. This article defines both terms precisely, explains the methods associated with each, and illustrates their differences through a concrete engineering scenario.
Sep 13, 2026
11 min read
In this series, I will break down each chapter into plain language, using analogies and code examples to make the math feel less like a lecture and more like a conversation. This article covers the Markov Decision Process, the fundamental framework that makes reinforcement learning possible.
Sep 7, 2026
5 min read
Get notified when new records are added to the archive.