A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey
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Aug 24, 2023 - Python
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process-optimization
Here are 29 public repositories matching this topic...
Data-driven computer-aided molecular and process design
machine-learning chemical-engineering process-modeling process-systems-engineering process-optimization extractive-distillation
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Oct 17, 2024 - Python
💻 Workflow Data For Github Actions & Linux Server Testing of Lockdown Enterprise Content 💻
automation project-management time-management workflow-automation task-management workflow-tracking process-optimization workflow-templates workflow-security approval-workflows workflow-efficiency workflow-integration business-processes workflow-design collaboration-tools workflow-streamlining cross-team-collaboration workflow-analytics document-workflows agile-workflows
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Oct 19, 2025 - HCL
Anki Flashcards for 3rd Year Courses
materials characterization materials-science sem xrd semiconductor btech mme metallurgy vnit process-optimization
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May 11, 2023
Evidence Based Decisions Using Big Data Analytics
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Dec 27, 2023 - Jupyter Notebook
Generative AI-based system for simulating industrial processes, enabling predictive maintenance, process optimization, and energy efficiency using GANs and IoT sensor integration
data-preprocessing generative-adversarial-networks model-evaluation model-deployment predictive-maintenance process-optimization future-improvements testing-and-validation industrial-process-simulation gan-model-architecture training-gan iot-sensor-integration documentation-and-version-control
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Apr 21, 2025 - Jupyter Notebook
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.
interaction-design behavior-driven-development hci user-experience task-management ctt process-optimization modelling-tool user-behavior-analysis as-is-model to-be-model
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Sep 23, 2024 - Java
This presents my portfolio of services and skills.
sustainability cloud-computing new-technologies artificial-intelligence-algorithms professional-development international-trade-network process-optimization local-markets project-leadership community-wellbeing global-economy
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Sep 10, 2024 - JavaScript
Repositorio para los códigos de GAMS usados en el curso de Optimización de Procesos.
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Oct 15, 2021 - GAMS
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.
testing aws security qa internal-tools incident-response iam aws-cli quality-assurance mfa workflow-automation beta-testing support-engineering process-optimization efficiency-analysis root-cause-analysis bug-report manual-testing cloud-portfolio cloudbynea
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Oct 8, 2025
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Jun 18, 2025
A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.
neural-networks hybrid-modeling biotechnology pinn bioreactor process-optimization physics-informed-neural-networks
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Mar 1, 2025 - Python
Optimizing the sales proposal process using Six Sigma DMAIC methodology to reduce cycle time, defects, and inefficiencies.
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Jan 5, 2025
Q-Learning Implementation for Process Optimization A reinforcement learning project that calculates the shortest route between locations using the Q-Learning algorithm. This code demonstrates how AI can optimize processes in a simulated environment with predefined states and rewards. 🚀
python machine-learning reinforcement-learning q-learning artificial-intelligence dynamic-programming pathfinding-algorithms route-optimization shortest-path-algorithm reward-systems process-optimization temporal-difference-learning markov-decision-process ai-in-operations state-transition-models
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Jan 19, 2025 - Python
Tools and methodologies for packaging design verification and process optimization - achieved 20% cost reduction
project-management process-optimization agile-methodology cost-reduction packaging-engineering cross-functional-teams
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Sep 3, 2025
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.
python manufacturing integer-linear-programming pulp-library process-optimization production-planning
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Jul 8, 2025 - Python
Research on leveraging reinforcement learning to optimize bioprocess parameters and improve efficiency in biological systems.
reinforcement-learning deep-learning simulation deep-reinforcement-learning ddpg hybrid-modeling biotechnology bioreactor gaussian-process process-optimization neuralode bioprocess-optimization
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Mar 13, 2025 - Jupyter Notebook
Personal portfolio of supply chain models built with Excel and Solver during my university course at Hofstra (New York). All files created by me.
portfolio excel decision-making solver supply-chain university-project data-analysis inventory-management logistics business-case process-optimization
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Aug 3, 2025
Lean methodologies and inventory control optimization frameworks from manufacturing experience
inventory-management continuous-improvement process-optimization workflow-optimization lean-manufacturing
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Sep 3, 2025
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