
William Becker led backend and API development for the NREL/REopt_API and NREL/REopt.jl repositories, delivering robust energy modeling and financial analysis features. He engineered cross-language integrations between Python and Julia, focusing on cost modeling, load profile management, and emissions reporting. His work included refining database migrations, enhancing deployment automation with Docker and Kubernetes, and expanding test coverage for reliability. By aligning dependencies and improving configuration management, William ensured consistent, reproducible results across environments. His technical depth is evident in lifecycle cost modeling, resource optimization, and CI/CD pipeline enhancements, resulting in scalable, maintainable solutions for complex energy optimization workflows.

October 2025 was focused on dependency hygiene and release readiness for NREL/REopt_API, delivering two key cross-language improvements that reduce integration risk and improve modeling reliability.
October 2025 was focused on dependency hygiene and release readiness for NREL/REopt_API, delivering two key cross-language improvements that reduce integration risk and improve modeling reliability.
September 2025 (NREL/REopt_API) delivered focused business value through cost-modeling refinements, compatibility upgrades, and deployment optimizations across CST, REopt integration, and EVI-EnLitePy. The work enhanced model accuracy, security posture, and maintainability while improving scalability for future energy optimization tasks.
September 2025 (NREL/REopt_API) delivered focused business value through cost-modeling refinements, compatibility upgrades, and deployment optimizations across CST, REopt integration, and EVI-EnLitePy. The work enhanced model accuracy, security posture, and maintainability while improving scalability for future energy optimization tasks.
August 2025 performance summary for NREL/REopt_API focused on reliability, scalability, and observability through environment improvements, CI/CD automation, and resource optimization. Delivered major features across deployment environments, orchestration, data modeling, and metrics; fixed critical configuration and stability issues affecting production and test stacks.
August 2025 performance summary for NREL/REopt_API focused on reliability, scalability, and observability through environment improvements, CI/CD automation, and resource optimization. Delivered major features across deployment environments, orchestration, data modeling, and metrics; fixed critical configuration and stability issues affecting production and test stacks.
Month: 2025-07. Delivered targeted dependency and release documentation work for NREL/REopt_API, enhancing reliability and transparency. Upgraded REopt.jl to development fixes and latest v0.53.2 in Manifest.toml, and published patch release notes that capture fixes in PV/CHP cost curves and defaults.
Month: 2025-07. Delivered targeted dependency and release documentation work for NREL/REopt_API, enhancing reliability and transparency. Upgraded REopt.jl to development fixes and latest v0.53.2 in Manifest.toml, and published patch release notes that capture fixes in PV/CHP cost curves and defaults.
June 2025 (2025-06) monthly summary for NREL/REopt_API focusing on delivered features, fixes, and business impact. Key features delivered: - REopt.jl dependency updates and cost parameter alignment to stabilize model costs and O&M across branches, including updates from v0.53.0 through v0.53.1 and development branches, ensuring consistent inputs for financial calculations. - Electric Storage cost modeling enhancements, adding om_cost_fraction_of_installed_cost and updating defaults to reflect 2024 dollars for improved cost accuracy and budgeting. - Expanded test coverage by adding new ElectricStorage inputs to all_inputs_test.json to validate handling of new configurations. - BAU capital cost fields introduced in FinancialOutputs: initial_capital_costs_after_incentives_bau and lifecycle_capital_costs_bau to improve BAU financial reporting. - Boiler and Chiller installed cost and size tracking added to ExistingBoilerInputs/Outputs and ExistingChillerInputs/Outputs for better capital planning and asset management. - Documentation updated: CHANGELOG now reflects merged branch changes, PV/battery cost parameters, and GHP inputs validations. Major bugs fixed: - Database Migrations Consolidation: merged Django migrations to resolve dependencies and ensure a coherent migration sequence, reducing deployment risk and migration errors. Overall impact and accomplishments: - Strengthened model fidelity and financial accuracy for REopt_API, enabling more reliable cost, LCOE, and NPV analyses across projects. - Improved testing stability and data integrity through expanded inputs and stabilized migrations, accelerating future development and releases. - Clearer governance for cost parameters and BAU reporting, supporting better business decisions and financial planning. Technologies/skills demonstrated: - Cross-language integration (Julia: REopt.jl; Python/Django); JSON-based configuration; cost modeling and NPV/LCOE considerations; test data management; Git-based release discipline and migration governance.
June 2025 (2025-06) monthly summary for NREL/REopt_API focusing on delivered features, fixes, and business impact. Key features delivered: - REopt.jl dependency updates and cost parameter alignment to stabilize model costs and O&M across branches, including updates from v0.53.0 through v0.53.1 and development branches, ensuring consistent inputs for financial calculations. - Electric Storage cost modeling enhancements, adding om_cost_fraction_of_installed_cost and updating defaults to reflect 2024 dollars for improved cost accuracy and budgeting. - Expanded test coverage by adding new ElectricStorage inputs to all_inputs_test.json to validate handling of new configurations. - BAU capital cost fields introduced in FinancialOutputs: initial_capital_costs_after_incentives_bau and lifecycle_capital_costs_bau to improve BAU financial reporting. - Boiler and Chiller installed cost and size tracking added to ExistingBoilerInputs/Outputs and ExistingChillerInputs/Outputs for better capital planning and asset management. - Documentation updated: CHANGELOG now reflects merged branch changes, PV/battery cost parameters, and GHP inputs validations. Major bugs fixed: - Database Migrations Consolidation: merged Django migrations to resolve dependencies and ensure a coherent migration sequence, reducing deployment risk and migration errors. Overall impact and accomplishments: - Strengthened model fidelity and financial accuracy for REopt_API, enabling more reliable cost, LCOE, and NPV analyses across projects. - Improved testing stability and data integrity through expanded inputs and stabilized migrations, accelerating future development and releases. - Clearer governance for cost parameters and BAU reporting, supporting better business decisions and financial planning. Technologies/skills demonstrated: - Cross-language integration (Julia: REopt.jl; Python/Django); JSON-based configuration; cost modeling and NPV/LCOE considerations; test data management; Git-based release discipline and migration governance.
May 2025 focused on stabilizing core REopt API delivery while expanding capability for size-class driven cost modeling and data integrity. Deliveries span migrations consolidation, CST data model integrity, API access configuration, and cost-modeling enhancements, with dependencies updated to validate sizing features.
May 2025 focused on stabilizing core REopt API delivery while expanding capability for size-class driven cost modeling and data integrity. Deliveries span migrations consolidation, CST data model integrity, API access configuration, and cost-modeling enhancements, with dependencies updated to validate sizing features.
April 2025 - NREL/REopt_API Monthly Summary: Focused on delivering features that improve resource efficiency, expand visibility into demand and costs, and harden CI/CD and data reliability. Delivered concrete business value through targeted resource optimization, enhanced reporting metrics, and robust fixes across the deployment lifecycle.
April 2025 - NREL/REopt_API Monthly Summary: Focused on delivering features that improve resource efficiency, expand visibility into demand and costs, and harden CI/CD and data reliability. Delivered concrete business value through targeted resource optimization, enhanced reporting metrics, and robust fixes across the deployment lifecycle.
March 2025: The NREL/REopt_API team delivered substantial enhancements to financial modeling and emissions reporting, reinforcing business-value decision support and API reliability. Key features were implemented, including an enhanced FinancialOutputs model with granular capital costs, O&M, and CHP standby cost reporting; alignment with REopt.jl for emissions calculations and API migrations; and comprehensive emissions reporting improvements with CO2e labeling, per-year units, and improved workbook/user documentation. Critical reliability fixes were addressed: lifecycle CHP standby charge reference corrected and a BAU ExistingBoiler load workaround; CO2 labeling consistency updated across the workbook. These efforts improved total cost of ownership accuracy, emissions reporting readiness, and developer usability, while showcasing strong cross-repo collaboration, dependency management with REopt.jl, and thorough documentation practices.
March 2025: The NREL/REopt_API team delivered substantial enhancements to financial modeling and emissions reporting, reinforcing business-value decision support and API reliability. Key features were implemented, including an enhanced FinancialOutputs model with granular capital costs, O&M, and CHP standby cost reporting; alignment with REopt.jl for emissions calculations and API migrations; and comprehensive emissions reporting improvements with CO2e labeling, per-year units, and improved workbook/user documentation. Critical reliability fixes were addressed: lifecycle CHP standby charge reference corrected and a BAU ExistingBoiler load workaround; CO2 labeling consistency updated across the workbook. These efforts improved total cost of ownership accuracy, emissions reporting readiness, and developer usability, while showcasing strong cross-repo collaboration, dependency management with REopt.jl, and thorough documentation practices.
February 2025 highlights focused on strengthening financial modeling, reliability, and deployment stability across NREL/REopt.jl and NREL/REopt_API to improve decision support for stakeholders and speed of iteration.
February 2025 highlights focused on strengthening financial modeling, reliability, and deployment stability across NREL/REopt.jl and NREL/REopt_API to improve decision support for stakeholders and speed of iteration.
January 2025 performance summary for NREL REopt platforms (NREL/REopt.jl and NREL/REopt_API). Highlights include leap year accuracy fixes for URDB rate tariffs, expanded leap year test data (2023–2024) and year-input alignment across CoolingLoad, ElectricLoad, and HeatingLoad, along with substantial test infrastructure improvements and release-readiness work. The work delivered improved model accuracy, reliability in annual energy/cost calculations, and clearer, maintainable code and documentation, positioning the project for v0.50.0 release.
January 2025 performance summary for NREL REopt platforms (NREL/REopt.jl and NREL/REopt_API). Highlights include leap year accuracy fixes for URDB rate tariffs, expanded leap year test data (2023–2024) and year-input alignment across CoolingLoad, ElectricLoad, and HeatingLoad, along with substantial test infrastructure improvements and release-readiness work. The work delivered improved model accuracy, reliability in annual energy/cost calculations, and clearer, maintainable code and documentation, positioning the project for v0.50.0 release.
2024-12 monthly development summary for NREL/REopt.jl and NREL/REopt_API. Focused on delivering high-value features, stabilizing tests, and improving release readiness. Highlights include enhancements to financial modeling accuracy, input validation improvements, and cross-repo reliability, with emphasis on business value and technical excellence.
2024-12 monthly development summary for NREL/REopt.jl and NREL/REopt_API. Focused on delivering high-value features, stabilizing tests, and improving release readiness. Highlights include enhancements to financial modeling accuracy, input validation improvements, and cross-repo reliability, with emphasis on business value and technical excellence.
Concise monthly summary focusing on key accomplishments for 2024-11 across REopt_API and REopt.jl with emphasis on data integrity, expanded financial visibility, and end-to-end validation. Overall, this month delivered improvements in data handling, input hygiene, testing, and financial reporting metrics, strengthening the reliability of investment decisions and project economics.
Concise monthly summary focusing on key accomplishments for 2024-11 across REopt_API and REopt.jl with emphasis on data integrity, expanded financial visibility, and end-to-end validation. Overall, this month delivered improvements in data handling, input hygiene, testing, and financial reporting metrics, strengthening the reliability of investment decisions and project economics.
Concise monthly summary for 2024-10 focusing on delivering robust load-profile capabilities and API readiness across REopt.jl and REopt_API. Key outcomes include enhanced input validation and normalization for simulated_load, standardized load_type handling for heating loads, expanded load-profile input capabilities (year, vector inputs, normalize/scale flag), POST support for simulated_load, broader test coverage, and a dependency update to ensure alignment with the latest features. These changes improve data quality, enable flexible, explicit user control over load profiles, improve cross-compatibility between modules, and strengthen overall reliability for end users and downstream workflows.
Concise monthly summary for 2024-10 focusing on delivering robust load-profile capabilities and API readiness across REopt.jl and REopt_API. Key outcomes include enhanced input validation and normalization for simulated_load, standardized load_type handling for heating loads, expanded load-profile input capabilities (year, vector inputs, normalize/scale flag), POST support for simulated_load, broader test coverage, and a dependency update to ensure alignment with the latest features. These changes improve data quality, enable flexible, explicit user control over load profiles, improve cross-compatibility between modules, and strengthen overall reliability for end users and downstream workflows.
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