“A world where critical services run on verifiable, decentralized, and intelligent systems accessible to everyone.”
1. Security & Verifiability: Zero-knowledge proofs, formal verification
2. Responsible Intelligence: interpretable models, human oversight
3. Open Interoperability: cross-chain + open standards
4. Inclusion: solutions that work on affordable Android devices & low bandwidth
AI Services
Custom Models (CV/NLP/Time-Series): data pipelines, training, evaluation
MLOps & Deployment: APIs, edge/Android inference, monitoring
Decision Intelligence: forecasting, anomaly detection, optimization
AI Safety: bias testing, model explainability, red-teaming
Blockchain Services
Smart Contracts & DApps: Solidity, Rust (Substrate), audit-ready code
Security Audits: static/dynamic analysis, testnets, formal specs
Tokenization & Payments: stablecoins, remittances, micropayments
Data & Identity: verifiable credentials, on-chain/off-chain bridges
Education & Advisory: workshops, CTO advisory, architecture reviews
Engagement models
Discovery workshop (1–2 weeks) → Technical proposal
MVP (6–8 weeks) → Pilot with users Scale-up & maintenance (SLAs, 24/7 support)
Tech stack (examples) Python, PyTorch, TensorFlow, ONNX, FastAPI • Solidity, Hardhat, Foundry, Substrate • IPFS, Filecoin, PostgreSQL, Kafka • GCP/AWS/Azure • Kubernetes