Real Systems.Applied Impact.Open Code.
The primary independent research wing founded by Ayaan Saifi and Matrika Regmi — Generalized Exploration & Optimization for Research and Breakthroughs in Intelligent Technologies. We build and deploy production software across industrial precursor intelligence, legal metrology verification, multimodal healthcare informatics, and disaster mitigation.
6
Production Systems
11
Engineers & Researchers
100%
Open-Source Codebases
ASCENSION: OIL SIF Precursor IntelligenceNAWI: Deterministic Legal Metrology (OIML R-76)DawaiSathi v4.0: Multimodal AI Medicine CabinetStudio Ikonic: Spatial Architecture & Web EngineIndian Courts Digital Stenography & DiarizationRESQ: India Multi-Disaster Risk Prediction ETLASCENSION: OIL SIF Precursor IntelligenceNAWI: Deterministic Legal Metrology (OIML R-76)DawaiSathi v4.0: Multimodal AI Medicine CabinetStudio Ikonic: Spatial Architecture & Web EngineIndian Courts Digital Stenography & DiarizationRESQ: India Multi-Disaster Risk Prediction ETL
Production Systems · Open Code
Our Verified Research Systems
Every system below represents real, verified engineering work backed by active repositories, production deployments, and direct team contributions.
[CS-AI-01]Autonomous Intelligence & Safety Systems
LIVEASCENSION: OIL SIF Precursor Intelligence Platform
Life-saving HSSE precursor intelligence engine connecting hazard precursors across years of industrial history to prevent catastrophic events.
Ayaan SaifiMatrika RegmiNashra ZehraAlisha KhanQayad Ali
[CS-SYS-02]Formal Methods & Digital Metrology
LIVENAWI: Digital Metrology Test Report Generation System (SIH PS 26035)
Deterministic legal metrology verification engine for Non-Automatic Weighing Instruments conforming to OIML R-76:2006.
Ayaan SaifiMatrika RegmiNashra ZehraAlisha KhanQayad Ali
[CS-AI-03]Autonomous Intelligence & Healthcare Informatics
LIVEDawaiSathi v4.0: AI-Powered Family Medicine Cabinet
Vision AI-driven prescription parsing, conflict-detection shield, and multi-tenant family healthcare synchronization platform.
Ayaan SaifiMatrika RegmiJoga NubaidMd Saif
[CS-WEB-04]Web Systems & Spatial Engineering
LIVEStudio Ikonic: Premium Architecture & Interior Design Engine
High-performance digital architectural studio and spatial portfolio engine with automated WebP image pipelines.
Ayaan SaifiMatrika Regmi
[CS-SYS-05]Distributed Systems & Legal Tech
LIVEIndian Courts Digital Stenography & Real-Time Transcription
Institutional-grade digital courtroom record-keeping and multi-speaker transcription workspace for Indian judicial proceedings.
Ayaan SaifiMatrika RegmiNashra ZehraAlisha KhanQayad Ali
[CS-AI-04]Autonomous Intelligence & Disaster Risk Informatics
LIVERESQ: India Multi-Disaster Risk Prediction & Emergency Response Engine
Multi-disaster risk modeling ETL pipeline and dual-output XGBoost classification engine for cyclones, earthquakes, landslides, and floods across India.
Ayaan SaifiMatrika RegmiQayad AliMehra FatmaAlisha Khan
Leadership & Engineering Roster
Engineers Behind The Systems
Founded by Ayaan Saifi and Matrika Regmi, collaborating with a dedicated engineering team across every deployed codebase.
Ayaan Saifi
Co-Founder & Systems Architect
FOCUS: Distributed Consensus, Deterministic Execution Runtimes & Safety Systems
Principal systems architect directing Georbit's open research in distributed consensus, deterministic execution engines, and safety intelligence pipelines.
GitHub Architecture Profile→
Matrika Regmi
Co-Founder & Lead Research Scientist
FOCUS: Deterministic Legal Metrology, Formal Runtimes & Protocol Engineering
Leads technical research in formal language semantics, deterministic legal metrology algorithms, and asynchronous consensus protocols.
GitHub Architecture Profile→Open Systems · Collaborative Development
Inspect Our Open-Source Codebases
All Georbit systems are published on GitHub under permissive open licenses. Review the source code, run reproducible benchmarks, or connect with our research team.