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indu-manogaran

PROFILE

Indu-manogaran

Worked on the NREL/REopt.jl repository to enhance the accuracy and efficiency of energy load and peak load calculations. Focused on algorithm optimization and analytical modeling, the developer introduced a peak-scaling test to validate workbook calculations and updated test data to improve regression detection. In subsequent work, they reduced the optimization step size for exponential peak scaling and replaced a numerical linear peak scaling approach with an analytical solution, increasing both precision and computational speed. All changes were implemented in Julia, with careful attention to data analysis, energy modeling, and comprehensive testing to ensure reliability and maintainability across project releases.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

4Total
Bugs
0
Commits
4
Features
2
Lines of code
22,686
Activity Months2

Work History

November 2025

2 Commits • 1 Features

Nov 1, 2025

November 2025 performance for NREL/REopt.jl focused on energy load scaling accuracy and optimization efficiency. Key changes included reducing the optimization step size for the exponential peak scaling to improve precision and replacing the linear peak scaling from a numerical approach with an analytical solution to boost both speed and reliability. Tests were updated to ensure precision is maintained across scenarios.

October 2025

2 Commits • 1 Features

Oct 1, 2025

Month 2025-10 — NREL/REopt.jl: Peak load calculation accuracy enhancements and test-data alignment

Activity

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Quality Metrics

Correctness85.0%
Maintainability80.0%
Architecture80.0%
Performance85.0%
AI Usage25.0%

Skills & Technologies

Programming Languages

Julia

Technical Skills

algorithm optimizationanalytical modelingdata analysisenergy modelingnumerical analysisspreadsheet managementtesting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

NREL/REopt.jl

Oct 2025 Nov 2025
2 Months active

Languages Used

Julia

Technical Skills

data analysisenergy modelingspreadsheet managementtestingalgorithm optimizationanalytical modeling