Financial & Insurance
High-Performance DeFi & DEX Infrastructure
Our Client’s Backstory
Our client is a Silicon Valley Web3 R&D laboratory specializing in decentralized finance (DeFi) and data protocols. As a developer for blockchain indexing systems, they launched a high-performance decentralized exchange (DEX) aggregator designed to optimize cryptocurrency swaps across liquidity sources. Utilizing a Smart Order Routing (SOR) algorithm, the platform supports multi-token swaps across blockchain networks. To support their growth, the client required a technical partner to harden their infrastructure and transition their platform into an enterprise-ready DeFi utility.
The Challenges
Maintaining a trading environment in the Web3 space required overcoming architectural and operational bottlenecks. Key challenges included:
Infrastructure Fragmentation: Migrating a distributed, serverless environment from GCP to AWS to align with enterprise scalability and security goals.
Latency Requirements: Handling volatile DeFi traffic with an API design capable of managing rate limiting and abuse prevention without sacrificing speed.
Scalability Bottlenecks: Transitioning from serverless functions to a containerized microservices architecture capable of supporting high-throughput trading volumes.
Operational Complexity: Managing continuous deployment, monitoring, and Infrastructure-as-Code (IaC) requirements for a Web3 product with a research-heavy internal team.
Solutions
Klika deployed an engineering squad to provide the architectural oversight and implementation capacity needed to scale the platform. Our solution included:
Cloud Infrastructure Modernization: Spearheaded the migration of the microservices estate to a fully managed AWS environment using Terraform, ensuring 100% reproducible deployments.
High-Throughput API Engineering: Implemented an API layer utilizing FastAPI, featuring rate-limiting and anti-abuse mechanisms to ensure resilience against bot traffic.
Containerized Microservices Ecosystem: Transitioned backend services to a hybrid containerized model using AWS ECS Fargate and Lambda, enabling dynamic resource allocation.
End-to-End Observability Suite: Designed and deployed a logging and monitoring framework to provide visibility into service health and trade execution latency.
Full-Stack Feature Integration: Bridged the gap between algorithm execution and the user-facing React frontend, delivering enterprise-grade features for the DeFi community.
Automated CI/CD Workflows: Engineered deployment pipelines using GitHub Actions to eliminate configuration risks and accelerate the release cycle.
The Results
The partnership transformed a research project into a market-leading DeFi utility with superior architectural stability.
Enterprise-Ready Infrastructure: Successfully transitioned the platform to a modernized AWS environment, providing a foundation for global enterprise integration.
Eliminated Performance Bottlenecks: The implementation of containerized scaling and API hardening eliminated service disruptions during high-volatility trading periods.
100% Automated Deployment: Achieved a Terraform-driven pipeline that reduced infrastructure management overhead.
Accelerated Algorithmic Innovation: By managing the backend and cloud infrastructure, Klika enabled the client’s core R&D team to focus on strategic smart contract development.
High-Performance Execution: Delivered a system capable of executing complex multi-token swaps with industry-leading reliability and speed.
Technology Stack
Python (FastAPI), React, AWS (ECS Fargate, Lambda), GCP, Terraform, Docker, GitHub Actions








