Martin Merino

Full-Stack Developer

Passionate about building modern web applications, SaaS platforms, and data-driven solutions. I focus on clean code, performance, and real-world impact.

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Projects

Software Development

Dashboard Inventory Orders Reports Add Item

Warehouse Inventory System || Inservio Home || Sydney Australia

Problem:

Replacing manual Excel-based inventory tracking with a dynamic software system that enables real-time stock monitoring, order tracking, and automated low-stock alerts.

Approach:

Full-stack app with auth, role-based access, stock management, and reporting features.

Results:
  • Real-time tracking
  • Weekly reports
  • Admin system
Node.js React TypeScript SQLite
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ML & Data

Soil Fertility Feature Importance

Soil Fertility Prediction

Problem:

Predict soil fertility from chemical properties.

Approach:

Random Forest with GridSearchCV tuning and cross-validation.

Results:
  • ~91% accuracy
  • Stable across folds
  • Key: N, P, pH, Cu
Python Scikit-learn Random Forest
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Time Series Naive Forecasting

Time Series Forecasting

Problem:

Predict future values from time series data.

Approach:

Naive Forecasting and Simple Moving Average with MAE evaluation.

Results:
  • Multiple methods compared
  • MAE evaluation
  • Visual trend analysis
Python Pandas Matplotlib
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Get in Touch

Let's work together

I'm always open to discussing new projects, opportunities, or collaborations. Feel free to reach out!

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