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David Li

PROFILE

David Li

David contributed to the dydxprotocol/v4-chain repository, building and optimizing backend features that enhanced financial data accuracy and API usability. He developed PostgreSQL-backed pipelines for profit and loss (PnL) calculations, including recursive data aggregation and daily reporting endpoints, and implemented per-market fee discounts for CLOB pairs using Protocol Buffers and Cosmos SDK. His work included database migrations, model design, and test-driven development in TypeScript and Go, with a focus on robust data modeling and query optimization. By refining API endpoints and fixing calculation bugs, David improved data reliability and enabled faster, more granular analytics for trading and risk management teams.

Overall Statistics

Feature vs Bugs

86%Features

Repository Contributions

8Total
Bugs
1
Commits
8
Features
6
Lines of code
10,834
Activity Months4

Work History

October 2025

2 Commits • 2 Features

Oct 1, 2025

Month: 2025-10 — Delivered key features and performance improvements for dydxprotocol/v4-chain. Key feature deliveries include per-market fee discounts for CLOB pairs, implemented with proto definitions, keeper logic, and message handlers, and integrated active discounts into the perpetual fee calculation. PNL endpoints were significantly optimized with hourly/daily aggregation, improved pagination and filtering, and expanded test coverage. No major bugs fixed this month. Overall impact: enhanced trader value through discount-driven fee economics and faster, more reliable PNL analytics, supporting higher throughput and better decision-making. Technologies demonstrated: proto definitions, keeper logic, message handlers, on-chain/off-chain integration, database query optimization, data aggregation, pagination, and test automation.

September 2025

3 Commits • 1 Features

Sep 1, 2025

Month: 2025-09 — dydxprotocol/v4-chain. This period delivered substantial enhancements to PnL data availability, along with targeted bug fixes that improve data integrity and reliability for business decisions. Key features delivered: - PNL Data Pipeline and Retrieval: Implement recursive PNL computation and expose PNL data via API endpoints. Added a new PnL calculation job and API for subaccounts and aggregated data with daily aggregation option. This enables near-real-time PnL visibility across subaccounts and consolidated views for executives and risk teams. Major bugs fixed: - PNL Calculation Bug Fix: Fixed incorrect PnL calculation in update script, refined net transfers and trade cash flows, correctly handled null subaccount IDs and trading fees, and updated tests. This improves data accuracy and reliability of PnL reporting. Overall impact and accomplishments: - Provides accurate, timely PnL data for subaccounts and aggregated views, enabling better financial reporting, reconciliation, and decision-making. Improves risk management and operational efficiency by reducing data discrepancies. Daily aggregation supports near real-time analytics. Technologies/skills demonstrated: - Recursive data processing and data pipeline orchestration - API design and exposure for subaccounts and aggregated data - Batch job creation and scheduling - Edge-case handling (null IDs) and test-driven validation - Daily aggregation architecture and data modeling for PnL Top business value: - Faster, more accurate PnL insights drive informed decisions, reduce reconciliation time, and improve risk controls across the organization.

August 2025

2 Commits • 2 Features

Aug 1, 2025

In August 2025, the v4-chain work план focused on strengthening financial calculation capabilities and data reliability through PostgreSQL-based features. Delivered two major backend enhancements that improve accuracy, traceability, and readiness for data-driven decision making, while expanding test coverage to ensure long-term stability.

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 focused on strengthening API usability and test coverage in dydxprotocol/v4-chain by introducing a market alias for the Perpetual Markets API, along with testing and documentation updates. The change enables the new market query parameter as an alias to ticker, with mutual exclusivity validation to prevent conflicting inputs, supported by targeted tests and API docs.

Activity

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Quality Metrics

Correctness97.6%
Maintainability95.0%
Architecture96.2%
Performance85.0%
AI Usage22.4%

Skills & Technologies

Programming Languages

GoJavaScriptSQLTypeScript

Technical Skills

API DesignAPI DevelopmentAPI RefactoringBackend DevelopmentCosmos SDKData EngineeringDatabase ManagementDatabase OptimizationNode.jsORM (Objection.js)PostgreSQLProtocol BuffersREST APIsRESTful APIsSQL

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

dydxprotocol/v4-chain

Jul 2025 Oct 2025
4 Months active

Languages Used

JavaScriptTypeScriptSQLGo

Technical Skills

API DevelopmentBackend DevelopmentNode.jsREST APIsTypeScriptDatabase Management

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