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ReservedSnow673/README.md

Independent Web3 & Systems Engineer • exploring the AI systems space
Focused on building reliable infra, protocol-level tooling, and minimal‑but‑powerful systems.


Identity Snapshot

const tanvir = {
  name: "Tanvir Singh Sandhu",
  alias: "ReservedSnow",
  role: "Independent Web3 & Systems Engineer",
  exploring: ["AI systems", "autonomous tooling", "RAG-style automation", "intelligent agents"],
  philosophy: [
    "composable primitives",
    "deterministic & secure infra",
    "high‑performance systems",
    "developer‑first abstractions"
  ],
  strengths: [
    "systems thinking",
    "protocol‑level logic",
    "end‑to‑end architecture",
    "infra reliability"
  ]
}

Career Impact

  • 290+ production systems delivered
  • 200+ clients served globally
  • Shipped and maintained multiple production systems across Web3 and backend stacks
  • Experience across on-chain, off-chain, infra, and automation pipelines
  • Deep focus on protocol-level design and system reliability
  • Comfortable owning architecture from design → deployment

I work independently { and in teams ;) }, owning architecture, implementation, optimisation, and deployment across complex real‑world systems.
My focus: build fast, build reliably, build things that scale.


Current Focus

  • Designing robust on‑chain & off‑chain systems
  • Building composable tooling for EVM / Cosmos / Solana ecosystems
  • Engineering reliable, high‑performance backend & infra patterns
  • Exploring AI‑powered automation & intelligent tooling
  • Experimenting with cross‑chain logic, simulations, and system patterns

Tech Stack

Languages

SolidityJavaScriptTypeScriptPythonRustBashC / C++RGo (WIP)

Frameworks & Libraries

  • Web / Backend: Next.js • Express • FastAPI • Flask
  • Web3 / Blockchain: Hardhat • Foundry • CosmWasm • Ethers.js • Web3.js
  • Rust / Systems: Tokio • Serde • Actix
  • Frontend: React • Vite • Tailwind
  • ML / Data: scikit‑learn • TensorFlow • Keras • ONNX
  • Agents / Automation: n8n • Custom RAG-style pipelines • LangChain‑pattern architectures

Blockchain Ecosystems

EVMCosmosSolana

Databases

PostgreSQL • MySQL • MongoDB • Redis

Infrastructure

Linux • Docker • Nginx • Kubernetes (WIP)


Engineering Philosophy

  • Small composable primitives > giant monoliths
  • Deterministic behaviour → reliability
  • Clarity > cleverness
  • Ship fast, never compromise architecture
  • Developer empathy is a superpower

Contact


Thanks for visiting — may your systems be fast, secure, and elegantly abstracted.

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