A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey

💻 Workflow Data For Github Actions & Linux Server Testing of Lockdown Enterprise Content 💻

Data-driven computer-aided molecular and process design

A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.

Generative AI-based system for simulating industrial processes, enabling predictive maintenance, process optimization, and energy efficiency using GANs and IoT sensor integration

A Python web app using Streamlit & PuLP for ILP-based production scheduling. Maximizes profits by assigning products to machines, factoring in batch sizes, setup times, rates, costs, & demand. User-friendly, flexible, & ideal for manufacturing.

This tool models and optimizes user tasks based on real-world behaviors. It transforms individual task models into unified, constraint-driven representations, using examples like Wordle to demonstrate its effectiveness. The tool visualizes task flows for better design and efficiency.

💻 Workflow Data For Github Actions & Windows Server Testing of Lockdown Enterprise Content 💻

An AI-powered tool that analyzes workflows, identifies inefficiencies, and suggests automation opportunities using Large Language Models.

Evaluación de KPIs y rendimiento operativo para identificar áreas de mejora en servicios de telecomunicaciones.

End-to-end ML pipeline for the esterification process yield prediction and optimization using neural networks.

Anki Flashcards for 3rd Year Courses

A High Distinction (HD) project focused on Enterprise Architecture design, BPMN 2.0 process modeling, and system performance optimization for complex service ecosystems.

Strategic framework for digital transformation in multi-national manufacturing. designed for conservative organizations

Evidence Based Decisions Using Big Data Analytics

Reduce laboratory Turnaround Time by identifying bottlenecks across the accession → collection → receipt → analysis → verification → report workflow. Deliverables: KPI dashboard, bottleneck analysis, and optimization recommendations.

Data-driven optimization of Teradyne’s excess inventory approval process using Python, lead-time adjusted demand modeling, and financial risk analysis to improve capital efficiency and reduce excess spend.

Python automation tool for bulk YouTube transcript extraction | Built for CCNA study workflow

AI-assisted LaTeX SOPMs & FAQs → 75% decrease in time addressing stakeholder inquiries

QA test case simulating AWS Support workflow automation for MFA removal. Includes bug documentation, test cases, and efficiency analysis built from SME-level experience in account security.