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ayushmishra2005/README.md

πŸ‘‹ Hi, I'm Ayush Kumar Mishra

Lead Backend, Rust & Distributed Systems Engineer

πŸ¦€ Rust β€’ 🐍 Python β€’ 🐹 Go β€’ βš›οΈ Cosmos SDK β€’ ⚑ Solana β€’ πŸ”· Solidity / EVM β€’ 🏦 Daml / Canton β€’ πŸ’° Digital Assets β€’ 🧠 Applied AI

Building secure production systems across distributed infrastructure, blockchain, financial platforms and AI-enabled backend systems.


πŸ‘¨β€πŸ’» About Me

I am a lead software engineer and technical architect with experience building production systems across backend engineering, distributed systems, blockchain, digital assets and financial infrastructure.

My core engineering work spans:

πŸ¦€ Rust systems and protocol engineering
🐍 Python backend, automation and AI infrastructure
🐹 Go backend services and protocol engineering
βš›οΈ Cosmos SDK / CometBFT
⚑ Solana / SVM / Anchor
πŸ”· Ethereum / EVM / Solidity
🏦 Daml / Canton and enterprise DLT
πŸ’° DeFi, digital assets, payments and settlement
🌐 Distributed systems and backend platforms
βš™οΈ Concurrency, reliability and high-performance systems
☁️ Cloud, Kubernetes and production infrastructure
🧠 Applied AI, agent systems and AI infrastructure

I have worked across Blueprint Finance, Cere Network, Parity Technologies, MXC / DataHighway and Knoldus on lending and vault infrastructure, payments, blockchain runtimes, cross-chain systems, distributed backends, financial transaction processing and production operations.

Python has been part of my engineering stack across backend services, operational tooling, automation, data-oriented integration work and AI-related engineering alongside Rust, Go and TypeScript.

My current engineering work also extends into Applied AI and AI Infrastructure, using Python and Rust to build controlled AI systems that interact with real APIs, databases, blockchain state, observability systems and operational tooling.


🧰 Core Engineering Stack

πŸ¦€ Systems, Backend & AI

Tokio FastAPI Pydantic async/await Concurrency Distributed Systems Microservices REST APIs WebSocket Kafka Event Driven Systems High Performance Systems

⚑ Blockchain & Protocol Engineering

Cosmos SDK CometBFT CLOB Order Matching Deterministic State Machines Solana SVM Anchor SPL Token-2022 PDAs CPI Ethereum EVM Base EIP-712 Substrate Polkadot SDK Cumulus Move Cross Chain

🏦 Digital Assets, DLT & Financial Systems

Daml Canton Canton Token Standard Hyperledger Fabric DeFi Lending Vaults Margin Collateral Liquidation Stablecoins Tokenization DvP Settlement AMM DEX CLOB Trade Execution Order Matching Institutional Credit Oracle Valuation

☁️ Data, Infrastructure & Observability

PostgreSQL RocksDB Cassandra MongoDB MySQL Prometheus OpenTelemetry Docker Kubernetes AWS CI/CD Linux Monitoring Incident Response

🧠 Applied AI & AI Infrastructure

Python FastAPI LLM Tool Calling AI Agents Agent Orchestration Structured Outputs Evidence Driven Reasoning Deterministic Evals Human Approval Workflows AI Security Operational AI


πŸš€ Featured Engineering

βš›οΈ Cosmos Orderbook Engine

Go β€’ Cosmos SDK β€’ CometBFT β€’ CLOB β€’ Matching Engine β€’ Trade Execution β€’ Layer-2 Batching

Built and developed a production-style decentralized exchange protocol centered on deterministic execution, high-performance order matching and exchange-grade financial accounting.

Highlights

  • On-chain Central Limit Order Book with multiple trading pairs
  • Deterministic price-time-priority matching engine
  • Limit and market orders with partial fills and cancellation
  • Efficient Cosmos SDK KV-store indexes for market, side, price and sequence
  • Deterministic fixed-point arithmetic with no floating-point financial calculations
  • Exchange-style available and locked balance accounting
  • Maker and taker fee calculation
  • Atomic trade execution and settlement coordination
  • Deterministic order IDs, sequencing and replay protection
  • Batched Layer-2-style execution environment with signed orders and sequencer-driven batches
  • Deterministic batch and exchange-state commitments
  • Cosmos SDK modules for orderbook, exchange, settlement and batch execution
  • CLI, gRPC and REST protocol interfaces
  • Go client SDK for order placement, cancellation, balances, trades and orderbook queries
  • Prometheus-compatible protocol and execution metrics
  • Property tests, invariant tests, fuzzing and deterministic replay tests
  • Benchmarks for matching latency, orderbook operations and 1,000 / 10,000-order batch execution
  • Local CometBFT multi-validator network support

πŸ”— View Repository


πŸ¦€ Rust Low-Latency Trading Lab

Rust β€’ HFT β€’ Concurrency β€’ Matching Engine β€’ SPSC Queues β€’ Criterion

A deterministic low-latency trading system built in Rust.

Highlights

  • Binary market-data ingestion
  • Price-time-priority order book
  • Matching engine
  • Pre-trade risk
  • Bounded SPSC queues
  • Dedicated OS threads
  • Journal and recovery
  • Deterministic replay
  • p50 / p99 / p99.9 latency benchmarking

πŸ”— View Repository


πŸŒ‰ Solana EVM Cross-Chain Vault

Rust β€’ Solana β€’ Anchor β€’ Solidity β€’ EVM β€’ Base β€’ Proptest

Production-style asynchronous vault architecture spanning Solana and EVM.

Highlights

  • Cross-chain accounting
  • Deposits and redemptions
  • Epoch settlement
  • Claims
  • Emergency recovery
  • Exact rounding and dust accounting
  • Property-based testing
  • Cross-chain message encoding
  • Security invariants

πŸ”— View Repository


⚑ Solana Collateral Vault

Rust β€’ Solana β€’ Anchor β€’ Tokio β€’ PostgreSQL

Collateral vault infrastructure for perpetual futures and financial workflows.

Highlights

  • PDA-isolated vaults
  • Deposit and withdrawal
  • Lock and unlock
  • CPI authorization
  • Rust / Tokio monitoring
  • REST and WebSocket APIs
  • PostgreSQL state snapshots
  • Docker deployment

πŸ”— View Repository


🏦 Canton Treasury DvP

Daml β€’ Canton β€’ Canton Token Standard β€’ Digital Assets

Atomic Delivery-versus-Payment settlement of tokenized Treasury assets against stablecoins across independently governed Canton applications.

Highlights

  • Multi-party authorization
  • Holdings and allocations
  • Privacy-aware workflows
  • Atomic settlement
  • Asset reassignment
  • Multi-participant integration
  • Canton Ledger API

πŸ”— View Repository


πŸ” Agentic Protocol Security Lab

Applied AI β€’ TypeScript β€’ Daml β€’ Canton β€’ Security

A bounded AI-native protocol security system that combines agent reasoning with deterministic execution.

Highlights

  • Analyzes Daml protocols
  • Derives protocol security invariants
  • Generates adversarial Daml Script tests
  • Executes tests through controlled tooling
  • Revises findings from actual execution results
  • Produces evidence-backed findings
  • Uses deterministic host-side evaluation

πŸ”— View Repository


🧠 ForwardOps

Python β€’ FastAPI β€’ Rust β€’ PostgreSQL β€’ OpenTelemetry β€’ Kubernetes β€’ AI

AI-powered forward-deployed operations and incident investigation platform for complex distributed systems.

ForwardOps is designed to investigate operational failures across:

  • ⛓️ Blockchain transactions and state
  • πŸ—„οΈ PostgreSQL
  • πŸ“œ Application logs
  • πŸ”­ OpenTelemetry traces
  • πŸ“Š Metrics
  • ☸️ Kubernetes
  • πŸš€ Deployments
  • πŸ“š Operational runbooks

The platform combines a Python orchestration and API layer with performance-sensitive Rust components and controlled LLM tool calling.

Investigation model

Operational Question
        ↓
Investigation Engine
        ↓
Typed Tool Selection
        ↓
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ Solana  β”‚ Database β”‚ Logs     β”‚ Traces    β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Metrics β”‚ Runtime  β”‚ Deploys  β”‚ Runbooks  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
        ↓
Evidence Collection
        ↓
Cross-System Correlation
        ↓
Root Cause Hypothesis
        ↓
Evidence-Backed Finding
        ↓
Remediation Proposal
        ↓
Human Approval

The agent does not receive unrestricted production access. Read-only investigation and privileged actions are separated with explicit approval and audit boundaries.

πŸ”— View Repository


πŸ—οΈ More Engineering Projects

βš™οΈ Rust Durable Queue

Rust β€’ Tokio β€’ Distributed Systems

Async job runtime with bounded named queues, concurrent workers, lease fencing, visibility timeouts, exponential retries, dead-letter handling and graceful shutdown.

πŸ”— View Repository


πŸ”Ž Solana Block Aggregator

Rust β€’ Tokio β€’ Solana RPC β€’ RocksDB

High-throughput asynchronous pipeline for fetching, parsing, ordering, storing and querying Solana blocks and transactions.

πŸ”— View Repository


🌐 Multichain Wallet Data Service

Go β€’ EVM β€’ Solana β€’ Prometheus β€’ Docker

Backend service for normalized EVM and Solana wallet summaries with cursor pagination, bounded retries, cache / singleflight, structured logging and graceful shutdown.

πŸ”— View Repository


πŸ›οΈ Institutional Tokenization Orchestrator

TypeScript β€’ Node.js β€’ PostgreSQL β€’ EVM β€’ Solidity

Backend for institutional digital-asset issuance and transaction orchestration with approval workflows, durable outbox dispatch, reconciliation and auditable lifecycle state transitions.

πŸ”— View Repository


πŸ” Solana FHE Confidential Token Lab

Rust β€’ Solana β€’ Anchor β€’ Zama TFHE-rs β€’ FHE

Confidential-computing coordinator with encrypted evaluation, replay protection, request/result binding, key versioning, role separation and Ed25519 finalization.

πŸ”— View Repository


πŸ’§ Sui Institutional Yield & Credit Protocol

Sui Move β€’ TypeScript β€’ Digital Assets

Institutional yield vault and isolated credit protocol with share-based accounting, epoch settlement, oracle-valued strategies, permissioned credit facilities and capability-based access control.

πŸ”— View Repository


πŸ’± Canton Treasury AMM

Daml β€’ Canton β€’ Digital Assets

Privacy-aware multi-party AMM for tokenized Treasury assets and stablecoins with authorization and settlement workflows.

πŸ”— View Repository


🏒 FinTrust

Hyperledger Fabric β€’ Go β€’ Enterprise DLT

Permissioned B2B invoice-financing network with multi-organization workflows, private data collections, endorsement policies, MSP / PKI identities and double-financing prevention.

πŸ”— View Repository


πŸ’Ό Engineering Experience

Company / Work Engineering Focus
🧠 Current Applied AI & Open Source Python, FastAPI, Rust, Go, Cosmos SDK, CometBFT, AI agents, LLM tool calling, distributed systems, protocol engineering, structured APIs, PostgreSQL, OpenTelemetry, deterministic evaluation and AI infrastructure
⚑ Blueprint Finance / Glow Protocol Lead engineering across Rust, Solana, Anchor, Python-based backend and operational tooling, lending, vaults, collateral, liquidation, oracle valuation, Token-2022, PostgreSQL, protocol security and production operations
🌐 Cere Network Lead engineering across Rust, Python, Solana, Anchor, Solidity/EVM, TypeScript/Node.js, backend APIs, payment infrastructure, decentralized data systems, AI/data-oriented integration work, AWS, ZKP initiatives and production operations
β­• Parity Technologies Rust, Substrate, Polkadot SDK, Cumulus, WebAssembly, libp2p, RocksDB, runtimes, cross-chain infrastructure and ecosystem engineering
πŸ›°οΈ MXC / DataHighway Rust, Substrate, parachain runtime engineering, Solidity/EVM, WebAssembly, governance, indexing, TypeScript/Node.js and CI/CD
πŸ—οΈ Knoldus Distributed backend architecture, Scala/Akka, Java, Go, Node.js, Kafka, Cassandra, MongoDB, AWS, financial transaction processing and technical leadership
πŸ’» Earlier Engineering Java/J2EE, enterprise applications, integrations, relational databases, reporting platforms and client-facing delivery

🌐 Cere: Blockchain, Data & AI

My work at Cere sat at the intersection of blockchain infrastructure, payments, decentralized data, backend engineering and AI-oriented data systems.

Key areas included:

  • πŸ¦€ Rust and Anchor engineering
  • 🐍 Python backend, automation and integration work
  • ⚑ Production Solana payment infrastructure
  • πŸ”· Solidity / EVM smart contracts
  • 🌐 Backend APIs and wallet integrations
  • πŸ” RBAC and authorization
  • πŸ’³ ERC-20 payment and revenue flows
  • 🧩 Substrate / Polkadot infrastructure
  • πŸ” ZKP / zk-SNARK initiatives
  • ☁️ AWS and Docker production operations
  • πŸ“Š Decentralized data infrastructure
  • πŸ€– AI and Web3 data integration use cases

Cere's broader platform direction combined decentralized data infrastructure with data sovereignty, secure compute, AI workloads and agent-oriented systems.


🌍 Open Source Contributions

I have contributed across the Rust, Solana, Polkadot, cross-chain and blockchain infrastructure ecosystems.

πŸ¦€ Rust Ecosystem

⚑ Solana Ecosystem

πŸŒ‰ Cross Chain

β­• Polkadot & Substrate


πŸ“š Books

I have authored books covering Rust, blockchain, distributed systems and reactive microservices.

πŸ¦€ Blockchain for Rust Developers

Blockchain engineering and development using Rust.

πŸ“– View on Amazon

⚑ RESTful Microservices using Akka HTTP with Scala

Building reactive microservices using Scala and Akka HTTP.

πŸ“– View on Amazon

β˜• RESTful Microservices using Lagom with Java

Building reactive and event-driven microservices using Java and Lagom.

πŸ“– View on Amazon

πŸ”΄ RESTful Microservices using Lagom

Building scalable reactive microservice architectures using Lagom.

πŸ“– View on Amazon


🎯 Engineering Domains

πŸ¦€

Rust & Systems

Concurrency
Performance
Async runtimes
Distributed systems
Blockchain infrastructure

⚑

Blockchain

Cosmos SDK
CometBFT
Solana
EVM
Polkadot
Cross-chain
Smart contracts

🏦

Digital Assets

DeFi
CLOBs
Trade execution
Tokenization
Daml / Canton
Settlement
Institutional finance

🧠

AI & Backend

Python
Go
FastAPI
AI Agents
APIs
AI Infrastructure


🀝 Connect


πŸ¦€ Rust β€’ 🐍 Python β€’ 🐹 Go β€’ βš›οΈ Cosmos SDK β€’ ⚑ Solana β€’ πŸ”· EVM β€’ 🏦 Daml / Canton β€’ 🌐 Distributed Systems β€’ πŸ’° Digital Assets β€’ 🧠 Applied AI

Building secure high-performance systems from protocol layer to production infrastructure.

Pinned Loading

  1. ForwardOps ForwardOps Public

    Production-grade AI operations platform for investigating distributed-system incidents across blockchain, databases, logs, traces, metrics and deployments β€” with evidence-backed reasoning, controll…

    Python

  2. rust-low-latency-trading-lab rust-low-latency-trading-lab Public

    Low-latency electronic trading system in Rust with market-data ingestion, deterministic order book, matching, risk controls, replay, benchmarks, and digital-asset settlement adapters.

    Rust

  3. solana-evm-cross-chain-vault solana-evm-cross-chain-vault Public

    Production-grade cross-chain asynchronous vault protocol for Solana and EVM, built with Rust, Anchor, Solidity and Foundry. Includes NAV accounting, cross-chain reconciliation, invariant testing an…

    Rust

  4. solana-collateral-vault solana-collateral-vault Public

    A decentralized collateral vault management system for perpetual futures exchanges on Solana. This system securely manages user collateral (USDT) in program-controlled vaults, enabling non-custodia…

    Rust

  5. canton-treasury-dvp canton-treasury-dvp Public

    Atomic Delivery-versus-Payment settlement of tokenized Treasury assets against stablecoins across independently governed Canton applications.

    Rust

  6. agentic-protocol-security-lab agentic-protocol-security-lab Public

    AI-native, spec-driven protocol security agent that turns code changes into threat models, security invariants, adversarial tests, tool-backed verification, and reproducible eval results. First ada…

    TypeScript