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SELECTED WORK / NCMA SYSTEMS
Systems with something to inspect.
Professional operations and independent engineering, side by side. Explore the challenge, contribution, design decisions and evidence boundaries behind each case.
All projects
Applied AI
Engineering
Observability
NOC operational audit
PROFESSIONAL WORK / NOC OPERATIONS
An auditable operational workflow built around deterministic preparation, bounded semantic review and transactional history, within the available Python and Microsoft 365 environment.
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Incident correlation
PROFESSIONAL WORK / INCIDENT CONTEXT
A source-aware evidence cascade that helps analysts reconstruct incident context across dossiers, active backlog, historical records and daily communications.
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Incident Commander & Crisis Management
PROFESSIONAL PRACTICE / MAJOR INCIDENT & CRISIS
Leading P1/P0 war rooms means bringing technical response, resources, communications and a reliable timeline into one coordinated incident practice.
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Idle / original Jarvis UI
Silent visual demonstration · runtime not connected
Real UI renderer · sample mode · runtime not connected
JARVIS / LOCAL-FIRST INTELLIGENCE
One intent. Multiple runtimes.
A personal intelligence system combining voice, memory, knowledge and tools, with an interface that makes its state visible.
Engineering notes ↗
Human Plane · historical authoring capture · 28 August 2026
HUMAN PLANE / GUARDED ENGINEERING
Evidence makes a release.
A human control surface for the ModForge engineering pipeline, exposing validation, build evidence and the point at which a change is accepted.
Engineering notes ↗
WORKFLOW SNAPSHOT / 27 SEP 2026
Request. History. Visible state.
4 NODES / RECORDED TOPOLOGY
Workflow snapshot · 27 September 2026
CONTROL ROOM / OPERATIONAL VISIBILITY
A view over recorded history.
A recorded workflow reads dashboard history and renders the Control Room view. Explore its node connections and evidence limits.
Inspect the workflow ↗
Knowledge Runtime / 26AI
NCMA / KNOWLEDGE RUNTIME / ORACLE AI DATABASE 26AI
Hybrid retrieval and source attribution connect collected evidence to a controlled knowledge lifecycle, keeping provenance available as information becomes an answer.
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Web Research
NCMA / WEB RESEARCH / SEARXNG + CRAWL4AI
Self-hosted search and extraction feed a source-aware research path, with citations retained through synthesis and private infrastructure kept out of the public interface.
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WHAT THE EVIDENCE SHOWS
Jarvis uses its real renderer in sample mode. Human Plane is an existing historical capture. Control Room is documented through a workflow snapshot.
WHAT TO EXPLORE NEXT
Open the engineering notes for implementation context, or follow Architecture for the boundaries behind each system.
Projects ↗
Architecture ↗
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Contact ↗
VALTER LOURENÇO JUNIOR / NCMA SYSTEMS
← Home
SELECTED WORK / NCMA SYSTEMS
Systems with something to inspect.
Professional operations and independent engineering, side by side. Explore the challenge, contribution, design decisions and evidence boundaries behind each case.
All projects
Applied AI
Engineering
Observability
NOC operational audit
PROFESSIONAL WORK / NOC OPERATIONS
An auditable operational workflow built around deterministic preparation, bounded semantic review and transactional history, within the available Python and Microsoft 365 environment.
Read the case ↗
Incident correlation
PROFESSIONAL WORK / INCIDENT CONTEXT
A source-aware evidence cascade that helps analysts reconstruct incident context across dossiers, active backlog, historical records and daily communications.
Read the case ↗
Incident Commander & Crisis Management
PROFESSIONAL PRACTICE / MAJOR INCIDENT & CRISIS
Leading P1/P0 war rooms means bringing technical response, resources, communications and a reliable timeline into one coordinated incident practice.
Read the case ↗
Idle / original Jarvis UI
Silent visual demonstration · runtime not connected
Real UI renderer · sample mode · runtime not connected
JARVIS / LOCAL-FIRST INTELLIGENCE
One intent. Multiple runtimes.
A personal intelligence system combining voice, memory, knowledge and tools, with an interface that makes its state visible.
Engineering notes ↗
Human Plane · historical authoring capture · 28 August 2026
HUMAN PLANE / GUARDED ENGINEERING
Evidence makes a release.
A human control surface for the ModForge engineering pipeline, exposing validation, build evidence and the point at which a change is accepted.
Engineering notes ↗
WORKFLOW SNAPSHOT / 27 SEP 2026
Request. History. Visible state.
4 NODES / RECORDED TOPOLOGY
Workflow snapshot · 27 September 2026
CONTROL ROOM / OPERATIONAL VISIBILITY
A view over recorded history.
A recorded workflow reads dashboard history and renders the Control Room view. Explore its node connections and evidence limits.
Inspect the workflow ↗
Knowledge Runtime / 26AI
NCMA / KNOWLEDGE RUNTIME / ORACLE AI DATABASE 26AI
Hybrid retrieval and source attribution connect collected evidence to a controlled knowledge lifecycle, keeping provenance available as information becomes an answer.
Read the case ↗
Web Research
NCMA / WEB RESEARCH / SEARXNG + CRAWL4AI
Self-hosted search and extraction feed a source-aware research path, with citations retained through synthesis and private infrastructure kept out of the public interface.
Read the case ↗
WHAT THE EVIDENCE SHOWS
Jarvis uses its real renderer in sample mode. Human Plane is an existing historical capture. Control Room is documented through a workflow snapshot.
WHAT TO EXPLORE NEXT
Open the engineering notes for implementation context, or follow Architecture for the boundaries behind each system.
Projects ↗
Architecture ↗
About ↗
Contact ↗
VALTER LOURENÇO JUNIOR / NCMA SYSTEMS
Beyond fine-tuning: what the experiments taught us.
Measured ASR adaptation, LoRA export limits, completion-aware model benchmarks and the G3 to G4H transition from monolithic context to independently verified checkpoints.
Read the field notes ↗NCMA Local Agent Lab
Checkpointed local LLM orchestration, selective retrieval and independent source validation. Published G4H synthetic results: 12/12 cases and 60/60 fields, with failure evidence and reproducible checkpoints.
Explore the case and public source ↗