Not junior resources. Not offshore handoffs. Our senior team is hands-on throughout the engagement.
Leadership
Our leadership team has directly delivered systems like GRANAT Core before.
Chief AI Officer & Delivery Director
"I've watched brilliant AI solutions fail because they didn't understand business reality. The magic isn't in complexity — it's in understanding what actually matters."
CEO & Strategic Visionary
"The difference between companies that succeed and fail is never the technology — it's solving real problems efficiently."
Composition
A senior, focused engineering team covering all needs of GRANAT project.
| Role | Description |
|---|---|
| Tech Lead / Architect | Overall design, determinism architecture, integration strategy |
| Senior Audio ML Engineer | DeepFilterNet tuning, ECAPA-TDNN implementation, mel pipeline optimization |
| Backend Engineers | Note-ingest APIs, Welford sequential aggregator, DAG runtime |
| ML/Search Engineer | DiskANN implementation, embedding storage, vector search optimization |
| Blockchain Engineer | TON smart contract deployment, state anchoring logic |
| DevOps/SRE | CI/CD pipeline, determinism gate implementation, system monitoring |
| QA Engineer | Determinism verification testing, load simulation, acceptance criteria |
Coverage
Every technical requirement maps to proven team capability.
| GRANAT Requirement | Tech Lead | Audio ML | Backend | ML/Search | Blockchain | DevOps | QA |
|---|---|---|---|---|---|---|---|
| Determinism Architecture | ✓ | ✓ | ◐ | — | — | ✓ | ✓ |
| Audio Enhancement (DeepFilterNet) | ◐ | ✓ | — | — | — | — | ◐ |
| Speaker Embeddings (ECAPA) | — | ✓ | — | ✓ | — | — | — |
| Vector Search (DiskANN) | ◐ | — | ◐ | ✓ | — | — | — |
| Incremental Aggregation (Welford) | ✓ | ◐ | ✓ | — | — | — | — |
| TON Blockchain Anchoring | ◐ | — | ◐ | — | ✓ | — | — |
| CI/CD with Determinism Gates | ◐ | — | ◐ | — | — | ✓ | ✓ |