Jose Caudillo

Data Analyst, Python, C++, Numpy, Visualizations

Developing prescriptive and predictive models for computational data statistics. Please feel free to see the work below, currently focused on examining salinas-valley market dynamics for local supply chain logistics in agriculture and raw materials.

Live Examples

Analysis Development

Work GitHub

Beer Game: Risk & Uncertainty Analysis

A Monte Carlo stress-test of demand uncertainty, safety stock, and the bullwhip effect under lead-time delay. Interactive controls let you adjust volatility, lead time, and smoothing in real time.

Optimizing Perishable Logistics: A Monte Carlo approach to supply chain risk
Beer Game dashboard preview Three-step interactive supply chain walkthrough: demand uncertainty, lead time delay, and smoothing factor control. I II III Demand Uncertainty Lead Time Delay Smoothing Factor D ~ Normal(μ, σ) Monte Carlo scenarios Pipeline length = L Orders arrive after L Order = max(k·gap,0) k tunes stability Interactive dashboard: adjust μ, σ, L, and k Outputs: inventory stability, ordering volatility (bullwhip), stockout rate
  • Demand uncertainty (Normal distribution) via Monte Carlo
  • Lead-time delay (pipeline) and bullwhip amplification
  • Smoothing factor (control lever) for ordering stability

CV

Download Resume
Python
NumPy
Pandas

The Salinas Valley Brief, Analyst (Jan. 2026, Present)
Local market analysis, 200+ subscribers at launch week. Designed end-to-end data toolkit for modular analytic stories.

Stone Fabricators, Data Specialist (Nov. 2023, Present)
Operations analysis for construction remodeling. Built forecasting analysis bringing costs down 20%.

Awe Sum Organics, Data Specialist (Apr. 2023, Nov. 2023)
ERP system implementation for organic produce distribution. 100% fair trade compliance, 10% cloud cost reduction.

Freelance Software Developer (May 2021, Dec. 2025)

  • Junes Legal, Inc., Software Developer (May 2022, Apr. 2023)
    Built data insights framework, reducing time-to-insight by 95%.
  • Breen Consulting, IT Specialist (May 2021, Apr. 2023)
    Developed e-commerce platforms, driving 6x increase in user growth.
  • Cyber Seniors, Digital Literacy Instructor (Oct. 2024, July 2025)
    Teaching digital security and literacy to 40+ learners.

Education

California State University, Monterey Bay, B.S. in Computer Science