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I can help you conduct decision analysis using Excel/R/Python/Simio

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I can help you conduct decision analysis using Excel/R/Python/Simio
I can help you conduct decision analysis using Excel/R/Python/Simio
I can help you conduct decision analysis using Excel/R/Python/Simio
I can help you conduct decision analysis using Excel/R/Python/Simio
I can help you conduct decision analysis using Excel/R/Python/Simio
I can help you conduct decision analysis using Excel/R/Python/Simio

Project Details

Why Hire Me?


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I combine analytical expertise with practical business insight to offer powerful decision analysis using tools like Excel, R, Python, and Simio. Whether you're optimizing operations or evaluating strategic choices, I ensure each model is tailored, tested, and decision-ready.

What Sets Me Apart:

  • 7+ years of experience in decision analysis across industries

  • Skilled in probabilistic modeling, simulation, and optimization

  • Advanced proficiency in Simio for system dynamics and process flow modeling

  • Deep understanding of how to transform raw data into actionable decisions

  • Ability to integrate multiple data sources for holistic analysis

  • Commitment to confidentiality, clear communication, and timely delivery

What I Need to Start Your Project

To deliver effective and customized decision analysis, I will require the following:

1) Project Scope & Decision Objectives

  • A brief summary of the business problem and decisions being considered

  • The outcomes you expect to evaluate or compare (e.g., cost, time, risk, revenue)

  • Any constraints or non-negotiable conditions in decision-making

2) Data Inputs

  • Relevant datasets or access to systems that provide the necessary inputs

  • Format: CSV, Excel, SQL extracts, or structured JSON

  • Description of each variable and how it impacts decisions

3) Preferred Tools & Methods

  • Your preference among Excel, R, Python, or Simio

  • If simulation is needed: details on process flows, events, and resource constraints

  • If optimization is needed: objective function and constraint definitions

4) Decision Modeling Requirements

  • Whether a decision tree, payoff matrix, Monte Carlo simulation, or custom model is expected

  • Specific variables for sensitivity analysis or risk modeling

  • Timeline granularity (e.g., daily, monthly, quarterly)

5) Output & Delivery Format

  • Preference for report structure (slide deck, PDF report, interactive dashboard)

  • Charts, diagrams, or tables needed to explain the decision outcomes

  • Required depth of explanation (executive summary vs. technical report)

6) Communication & Confidentiality

  • Channels you prefer for communication and feedback loops

  • Any NDA or confidentiality agreement (I adhere strictly to data security protocols)

  • Milestones and check-in dates for feedback or approvals

Portfolio

Decision Tree Analysis in Excel: Optimizing Supplier Selection Under Uncertainty

This project used Excel to build a decision tree evaluating supplier options under demand and delivery uncertainty. Expected monetary values guided optimal sourcing strategy.

View PDF

Simulating Emergency Department Capacity Using Simio for Staffing Optimization

Using Simio, this project modeled patient flow, triage, and bed utilization in an emergency department to evaluate staffing schedules and reduce patient wait times through scenario-based decision analysis.

View PDF

Startup Profitability Forecasting Using Monte Carlo Simulation in Python

This Python-based decision analysis used Monte Carlo simulation to model monthly revenue, cost volatility, and funding constraints for a tech startup. The simulation helped assess cash flow risk and funding adequacy over a 12-month horizon.

View PDF

Process

Scenario Planner

Starts at $95

Multi-tool decision model

  • 5 Days Delivery
  • 3 Revisions
  • Sensitivity Analysis
  • Custom Criteria Logic
  • Visual Output Report
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Simulation Expert

Starts at $150

Full analysis + simulation

  • 8 Days Delivery
  • Unlimited Revisions
  • Full Simio Support
  • All Tools Integrated
  • Strategic Insights PDF
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Perfect for students, researchers, and professionals looking to build real statistical skills.

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Frequently Asked Questions

I will give you the price after checking the project details.

It will be given after discussion by looking at the complexity of the task and our mutual understanding.

You can trust me because I have been working as a data analyst from past 7 years and have worked on projects across multiple industries.

Refund will be discussed after our mutual discussion and complexity of task. If I completely fail to deliver the task, I will refund 100% of the amount.

50% will be in advance and 50% after the delivery of complete task. This is negotiable and can be discussed and finalized after our discussion.

Data confidentiality is paramount. I adhere to strict data security protocols and ensure that all client information is handled with the utmost discretion and security.

Yes, I have experience across various industries and can tailor my approach to meet the specific needs and nuances of your sector.

I can address a wide range of decision-making problems, including strategic planning, resource allocation, risk assessment, and operational optimization, tailored to your business needs.

Absolutely, I specialize in integrating data from diverse sources, ensuring a holistic approach to decision analysis across different platforms.

Yes, I offer actionable recommendations and strategic insights based on thorough analysis, aiding you in making well-informed decisions.

I ensure accuracy and reliability through meticulous data validation, employing robust analytical methods, and conducting sensitivity analyses to test the resilience of the decision models.