At kW Engineering, I work on Specta’s AI integrations, document processing, data reliability, and interfaces for building operators.
Model-portable AI assistant Built the provider layer that lets Specta’s AI assistant run on more than one model vendor, with tool calls working end to end.
A document pipeline that fails loudly Hardened document ingestion so failures surface in the interface with a reason, rate-limited work is picked back up after restarts, and silent data loss gets caught instead of hidden.
Commissioning issues on a real workflow engine Moved commissioning issues onto the platform’s native workflow engine with an in-place migration that keeps every record ID, then rebuilt the issues page as a filterable register with PDF export.
Compare photos from site visits, label assets, and review proposed changes with verification notes. Save the history in your browser or export it as JSON.
Create deliveries, assign drivers, resolve exceptions, and review delivery history. The public demo saves fictional records in your browser; the Java backend is a separate implementation.
I contribute to AI integrations, document processing, data reliability, and interfaces for building operators.
Model-portable AI assistant Built the provider layer that lets Specta’s AI assistant run on more than one model vendor, with tool calls working end to end.
A document pipeline that fails loudly Hardened document ingestion so failures surface in the interface with a reason, rate-limited work is picked back up after restarts, and silent data loss gets caught instead of hidden.
Commissioning issues on a real workflow engine Moved commissioning issues onto the platform’s native workflow engine with an in-place migration that keeps every record ID, then rebuilt the issues page as a filterable register with PDF export.
Compare photos from site visits, label assets, and review proposed changes with verification notes. Save the history in your browser or export it as JSON.
Create deliveries, assign drivers, resolve exceptions, and review delivery history. The public demo saves fictional records in your browser; the Java backend is a separate implementation.
Projects you can try, with notes on how they work and what still needs work.
ACTIVE CLUB MISSION01
SPECTA
ONGOING AT kW ENGINEERING
SPECTA
Built at kW Engineering · My role: Software Engineer.
At kW Engineering, I work on Specta’s AI integrations, document processing, data reliability, and interfaces for building operators.
Model-portable AI assistant Built the provider layer that lets Specta’s AI assistant run on more than one model vendor, with tool calls working end to end.
A document pipeline that fails loudly Hardened document ingestion so failures surface in the interface with a reason, rate-limited work is picked back up after restarts, and silent data loss gets caught instead of hidden.
Commissioning issues on a real workflow engine Moved commissioning issues onto the platform’s native workflow engine with an in-place migration that keeps every record ID, then rebuilt the issues page as a filterable register with PDF export.
Compare photos from site visits, label assets, and review proposed changes with verification notes. Save the history in your browser or export it as JSON.
Create deliveries, assign drivers, resolve exceptions, and review delivery history. The public demo saves fictional records in your browser; the Java backend is a separate implementation.
From practical IT support to production software engineering.
SAVE FILE // HUMBERTO_07ACTIVE
SEASONTEAMPOSITIONMATCH NOTES
012026 to presentkW Engineering
Software Engineer
Contributing to kW Engineering’s Specta product across AI architecture, document intelligence, data reliability, ontology tooling, and production interfaces.
022024 to May 2026Ryder Last Mile
IT & Customer Specialist
Troubleshot logistics systems and helped customers resolve technical issues.
032023 to 2024Weber State University
IT Support Specialist
Helped students and faculty with technical issues and supported campus computer labs.
TRAINING CAMP
B.S. SOFTWARE ENGINEERINGEnsign College · 2026 · GPA 3.5
COMPUTER SCIENCE CERTIFICATEWeber State University · 2024
Meet Humberto →