I build scalable infrastructure in Rust, Java, and Python for regulated industries worldwide — cybersecurity, databases, and local-first AI.
15+ years across cybersecurity, blockchain infrastructure, databases, and AI systems. Apache Committer. Based in Brussels 🇧🇪, shipping globally.
- Rust + Java + Python — hybrid systems where memory safety, JVM ecosystem depth, and rapid iteration each pull their weight
- Integration & systems architecture — designing how services, data, and legacy systems actually talk to each other; API gateways, event-driven pipelines, ESB modernization, polyglot interop (Java ↔ Rust ↔ Python)
- Platform engineering & SRE & DEVOPS — multi-language build systems, cross-compilation, observability across language boundaries
- Cybersecurity — attack surface management, runtime security, air-gapped deployments, threat modeling (STRIDE, PASTA), vulnerability research, penetration testing, red team / blue team exercises, digital forensics & incident response, malware analysis, memory forensics, log & network forensics, chain-of-custody evidence handling, SIEM / SOAR integration, threat intelligence, secure SDLC
- Architecture for regulated environments — GDPR, NIS2, MiCA, HIPAA, SOC 2, ISO 27001 as design constraints, not afterthoughts
- Integration & systems architecture — designing how services, data, and legacy systems actually talk to each other; API gateways, event-driven pipelines, ESB modernization, polyglot interop (Java ↔ Rust ↔ Python)
- Architecture styles — microservices, event-driven, hexagonal / ports & adapters, CQRS + event sourcing, serverless, service mesh, modular monoliths, data mesh
- Design patterns — DDD (domain-driven design), Saga, Circuit Breaker, Bulkhead, Strangler Fig, Outbox, API Gateway, BFF (backend-for-frontend), Anti-Corruption Layer
- Systems engineering — capacity planning, SLO/SLI/error budgets, chaos engineering, disaster recovery, high-availability topologies, zero-downtime migrations, performance engineering
- Blockchain — low-level protocol tooling, codecs, RPC clients, indexers, and cross-chain interop in Rust. Building primitives for developers, not chasing consumer dApps — the plumbing layer for Bitcoin, Ethereum, Solana, Cosmos, and other chain families.
| Project | What it is | Stack |
|---|---|---|
| ChainFoundry | Open-source Rust blockchain infrastructure monorepo — chaincodec, chainrpc, chainindex, chainerrors. Bindings for TS, Python, Go, Java, WASM. 7 blockchain families. |
Rust, WASM |
| MultiMindSDK | LLM-agnostic multi-agent orchestration SDK. Apache 2.0, published on PyPI. Open-core with premium vertical agent packs (Legal, Healthcare, Finance). | Python |
| CyberXDefend | Cross-platform cybersecurity & attack surface management & threat intelligence & forensic investigation platform.self-hosted web platform. | Tauri, Rust, React, FastAPI |
| TwinMind | Local-first, air-gapped AI knowledge base for regulated industries — law, healthcare, finance, government. | Rust, Python, React |
| DBABridge | Hybrid Java + Rust database migration tool. ANTLR4 parsing for Oracle/SQL Server/DB2, Rust for NoSQL and vector DBs. | Java, Rust, GraalVM |
Languages: Rust · Java · Python · TypeScript · Domains: Cybersecurity · Integration & systems architecture · Platform engineering · Database systems · LLM systems · Blockchain Architecture: Event-driven systems · API gateways · Polyglot interop · Legacy modernization · Distributed systems Compliance: GDPR · NIS2 · MiCA · HIPAA · SOC 2 · ISO 27001 Blockchain: Rust protocol tooling · Codecs & serialization · RPC clients · Chain indexers · Cross-chain interop · 7 chain families (Bitcoin, Ethereum, Solana, Cosmos, and more) · Bindings for TS, Python, Go, Java, WASM
- 🐦 X / Twitter: @darshan_aqua
- 💼 LinkedIn: Darshan Kumar
- 🌍 Websites: chainfoundry.dev · cyberxdefend.com · multimind.dev
Open to conversations around AI, cybersecurity, integration architecture, Rust + database internals, and local-first AI.
