Mahvelati Studio
Environmental Engineering + Data Science
Applied Research & Platforms

Build credible, deployable science.

I combine AI, industrial engineering, and environmental engineering to deliver research-grade models and practical digital platforms.

Time-series forecasting
Anomaly detection
Resilience metrics
Data ontology
Digital twin (LCA/TEA-ready)

Professional email

Use alireza@mahvelatistudio.com for publications & industry.

Now

Launching the studio site + publishing selected projects with clean demos.

Available

Research collaboration · consulting · platform prototypes · scientific writing support.

Focus

What I build

Environmental AI

Forecasting, anomaly detection, uncertainty, and decision-ready evaluation.

Platforms & Ontology

Palantir-inspired “Foundry-lite” pipelines, schemas, and reproducible data products.

Digital Twin Thinking

From catalyst/interface to reactor/process, with audit-ready cost/energy tracking.

Selected projects

(I’ll keep adding as the site evolves)
AI · Water systems

Urban Water Quality Resilience (CRPS framework)

State-space trajectories, 4R metrics from time-series, and scenario-driven evaluation.

Platform · Data engineering

Foundry-lite MVP

Kafka → ingestion → TimescaleDB telemetry + ontology model, reproducible and demo-ready.

CO₂ · Optimization

K-CarbonLoop Digital Twin (Track B demo)

CO₂ → CO pathway with uncertainty + Pareto optimization, prepared for proposal workflows.

ML · Forecasting

Multi-horizon TN forecasting (In Revision)

Robust training, leakage guards, ablations, and clean reporting for reviewers.

Contact

Let’s build something real

Email: alireza@mahvelatistudio.com
Current inbox destination (routing): a.mahvelati1981@gmail.com