AI systems & technical leadership

Building AI systems.
From data to
decision.

I connect data, intelligence and software to build systems people can use—and businesses can run.

06Independent systems05+Technical domains01Accountable builderE2EData to operation

The interactive portfolio

See the work.
Then put it to the test.

Follow a decision, inspect the architecture, or introduce a failure and see how the system responds.

Systems command center

Six working environments. One operating pattern.

Choose a case study, launch a controlled mini-app, follow the data, or inspect an architecture decision.

PROJECT / 01Explore

Quantitative ML infrastructure

TRIVMIRI

Research, validate, size and control systematic decisions from market data to simulated execution.

Inside the system
01Market data
02Features
03Model
04Walk-forward
05Portfolio
REPOSITORY-SUPPORTED
Sole systems builder
PROJECT / 02Explore

Enterprise operations platform

AVA

Unify CRM, workforce, communications and operational workflows in one controlled system.

Inside the system
01CRM
02Campaign
03Assignment
04Call
05Qualification
SANITIZED DEMO
CTO & Head of Data Management
PROJECT / 03Explore

B2B data intelligence

REIP

Turn fragmented records into resolved, enriched and explainable business priorities.

Inside the system
01Acquire
02Normalize
03Dedupe
04Resolve
05Enrich
SANITIZED DEMO
End-to-end architect
PROJECT / 04Explore

Restaurant intelligence

Plateful

Translate restaurant sales and cost data into transparent menu and pricing decisions.

Inside the system
01Menu
02Economics
03Matrix
04Insight
05Scenario
VERIFIED PROJECT RESULT
Founder & product builder
PROJECT / 05Explore

IoT and signal ML

ESP32 Wi-Fi HAR

Classify human activity from Wi-Fi signal disturbance without cameras or wearables.

Inside the system
01ESP32 TX
02RSSI
03Window
04Features
05Random Forest
RESEARCH RESULT
Hardware-to-model builder
PROJECT / 06Explore

Founder operating environment

Community X

Coordinate community programs, resources and execution through a focused operating view.

Inside the system
01Community
02Programs
03Owners
04Readiness
05Launch
CONCEPTUAL VISUALIZATION
Founder & Operations Lead

Systems Network

Different domains. One systems mindset.

Select a capability to compare where it appears across independent projects.

Validation
TRIVMIRI

Walk-forward folds

AVA

Evidence + review gates

REIP

Evidence + review gates

Plateful

Evidence + review gates

ESP32 Wi-Fi HAR

Held-out evaluation

Community X

Evidence + review gates

CAPABILITY MAP — recurring engineering patterns across independent projects, not a single deployed platform.

Evidence-aware by design.

Project facts, research results, sanitized demos, synthetic data and conceptual visualizations are never blended together.