An ongoing curated list of awesome frameworks, important books and articles, talks and videos, libraries, learning tutorials, coding best practices and technical resources about Practical Engineering

IME568 - Engineering Analytics Assignments & Coursework

Git repository archaeology framework — mine commit history, detect signals, run 6 analysis vectors, and generate engineering reports. Python CLI + AI-agent ready.

AWS-native delivery intelligence platform that connects Jira and GitLab, diagnoses engineering workflow bottlenecks, runs guarded Text2SQL analytics, and measures intervention ROI.

Recreated an NLP-based failure classification pipeline inspired by internship work, predicting component failure categories from customer complaint data using machine learning and text analytics.

FlowBoard generates self-contained HTML delivery dashboards from Jira data, with sprint health, capacity, epic progress, risk detection, blockers, dependencies, and what-if simulations.