What we engineer
End-to-end engineering across AI, finance, and language runtimes. We go deep where others go wide.
Edge AI & TinyML
Hyper-efficient foundation models (200K–6.5M params) that run on CPU, Raspberry Pi, and on-device. Zero cloud dependency, guaranteeing full data sovereignty.
- ●On-device model optimization & quantization
- ●CPU-runnable vision and text networks
- ●ONNX and WebAssembly runtime integration
- ●Raspberry Pi & edge-node forecasting deployments
- ●Air-gapped data pipeline safety & zero data leakage
Domain Intelligence (LexRAG)
Legal, compliance, and financial RAG systems. Deep corpora for Indian and UAE regulatory frameworks. Built for CA firms, law firms, and corporate compliance teams.
- ●Hybrid retrieval-augmented generation (RAG)
- ●Indian Direct & Indirect Tax (GST) mapping
- ●UAE Corporate Tax & VAT domain knowledge
- ●DIFC / ADGM regulatory rulebook lookup
- ●Automated audit trail & citation verification
Quantitative Systems
Live trading infrastructure, backtesting engines, signal processing, and multi-asset execution platforms with institutional-grade risk management.
- ●Universal multi-asset backtesting runtimes
- ●Smart Money Concepts (SMC) algorithmic strategies
- ●Tick-level WebSocket stream processing
- ●Real-time PnL reconciliation & margin control
- ●Multi-exchange execution APIs (Delta Exchange, etc.)
Language & Agent Engineering
Programming language design, compiler engineering, and multi-target code generation. Creators of KARN — the runtime built for AI agents.
- ●Language specification & compiler grammar
- ●Token-minimal agent loops optimization
- ●Multi-target WASM, JS, and C compilation
- ●Cross-ecosystem packaging (npm, pip, cargo)
- ●Platform-agnostic AST type inference
Custom AI Systems
Bespoke RAG pipelines, prediction engines, document intelligence, LLM fine-tuning, and autonomous agents built to production spec with performance guarantees.
- ●Custom LLM instruction-tuning & training
- ●Multi-agent planning & execution flows
- ●OCR, layout parsing, and document VQA
- ●Contrarian prediction markets analytics
- ●Web search & event consensus monitoring
Enterprise Automation
Workflow automation, document processing, and compliance AI — reducing manual hours across legal, accounting, and operations teams.
- ●Reconciliation & automated invoice audits
- ●Due diligence contract extraction
- ●Client onboarding compliance check (KYC/AML)
- ●Workflow triggers & API middleware orchestration
- ●Secure SOC-2 compliant processing standards
Need something we haven't listed?
If it involves AI, data, or financial infrastructure — we probably build it.
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