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Emma Zhong

PROFILE

Emma Zhong

Emma contributed to MystenLabs/sui by engineering robust backend systems for transaction indexing, real-time data streaming, and RPC services. She designed and implemented features such as Bigtable-backed storage, gRPC streaming pipelines, and enhanced JSON-RPC APIs, using Rust and SQL to optimize data ingestion, retrieval, and observability. Her work included integrating address balance changes into transaction processing, developing metrics instrumentation for gRPC readers, and improving test coverage for reliability. By refactoring ingestion workflows and introducing configurable timeouts, Emma improved system resilience and data freshness. Her technical depth is reflected in modular, well-tested code that supports scalable, maintainable blockchain infrastructure.

Overall Statistics

Feature vs Bugs

81%Features

Repository Contributions

43Total
Bugs
5
Commits
43
Features
21
Lines of code
21,772
Activity Months13

Work History

January 2026

3 Commits • 2 Features

Jan 1, 2026

January 2026 monthly summary for MystenLabs/sui focusing on delivering core transaction processing enhancements and enhanced observability, with testing coverage to ensure correctness. Business value includes more accurate gas payments, improved data integrity for tx_affected_addresses, and better system observability enabling faster incident response and capacity planning.

December 2025

2 Commits • 1 Features

Dec 1, 2025

December 2025: Focused on strengthening streaming reliability and simplifying the data pipeline in MystenLabs/sui. Delivered streaming timeouts for indexer connections, peeking, and next with configurable options, updated the streaming client, added tests, and updated documentation. Merged broadcaster and regulator to streamline data flow and introduced a push-based data source for gRPC streaming. These changes enhance data freshness, reduce latency, and improve resilience under load, enabling safer production deployments and easier operational tuning.

November 2025

5 Commits • 2 Features

Nov 1, 2025

November 2025 highlights: Implemented two high-impact features in MystenLabs/sui that accelerate data availability and expand GraphQL data sourcing. Real-time gRPC streaming was integrated across the checkpoint ingestion and indexer processing pipeline, with a robust backoff strategy for streaming errors and added unit tests, improving latency and resiliency. GraphQL archival service integration via gRPC LedgerService adds a KV reader to fetch data from archival sources (such as Bigtable) for GraphQL, accompanied by updated operational docs. These changes reduce time-to-insight, enhance reliability, and broaden data-source coverage for analytics. Technologies demonstrated include gRPC streaming, backoff retry patterns, data-pipeline architecture, GraphQL integration, KV reading, unit/integration testing, and documentation.

October 2025

4 Commits • 1 Features

Oct 1, 2025

Monthly performance summary for 2025-10 – MystenLabs/sui. Focused on ingestion reliability, dataflow efficiency, and metrics stability. Key features delivered include Ingestion checkpointing and dataflow enhancements, with commit_hi-based checkpoint regulation, consolidation of regulator and broadcaster into a single task, and a half-open range for checkpoint ingestion to support future streaming integrations. Major bug fix: JSON-RPC metrics stabilization by reverting detailed unknown RPC method labels to <UNKNOWN>, reducing cardinality and stabilizing dashboards. Overall impact: improved ingestion reliability, safer rollouts, and groundwork for streaming expansions. Technologies/skills demonstrated: advanced dataflow engineering (commit-based checkpointing, range handling), framework-level refactoring (indexer-alt-framework/indexer-framework), and metrics instrumentation and observability.

August 2025

3 Commits • 2 Features

Aug 1, 2025

August 2025 monthly summary for MystenLabs/sui: Focused on improving observability, RPC diagnostics, and test reliability. Delivered key features to enhance request lifecycle visibility, extended log analysis capabilities for mainnet-proxy in rpc-benchmark, and hardened test configurations to reduce flaky behavior, resulting in more reliable releases and data-driven performance insights.

July 2025

5 Commits • 2 Features

Jul 1, 2025

July 2025 — Key RPC stack enhancements, reliability improvements, and a simulator bug fix for MystenLabs/sui. Delivered Suix GetBalance RPC API with per-coin balance queries and a Move module for a custom coin, plus unit/integration tests. Implemented configurable read retries for JSON-RPC alt reads with enhanced error handling, metrics, and logging to improve diagnostics and resilience. Fixed ReadStore::get_latest_epoch_id usage in the simulator to correctly reflect the epoch state after transitions. These changes deliver direct business value by improving balance accuracy, query resilience, and developer observability, while expanding testing coverage and support for custom assets.

June 2025

2 Commits • 2 Features

Jun 1, 2025

June 2025 Monthly Summary – MystenLabs/sui Overview: This month focused on feature delivery and observability enhancements within the RPC-alt layer, aiming to improve governance data access and API stability for fullnode integrators. The work aligns with business goals of faster governance data retrieval, clearer API usage visibility, and lower integration risk for downstream clients. Key features delivered: - RPC-alt Governance Data Delegation and Enhanced Method Metrics: Delegated governance data retrieval to the fullnode via RPC-alt, forwarding requests to the fullnode. Added new RPC methods for staking and validator APY retrieval, along with tests to enable governance data access through rpc-alt. Commit: 4023eefd2f12a1d604dab9d6edbb35a0a80cdcdd. - RPC-alt Metrics Enhancement for Unknown Methods: Enhanced RPC-alt metrics to report the names of unknown methods, improving visibility into which methods are being called and aiding API endpoint migration planning. Commit: 37ded1c5ada5af038aba59f2b3d97923c86c5e7f. Major bugs fixed: - No major bugs reported for June 2025 in the provided data. The month prioritized feature delivery and observability improvements to reduce future risk and improve API stability. Overall impact and accomplishments: - Enabled governance data access through rpc-alt by coordinating with the fullnode, reducing data retrieval friction for governance workflows. - Improved API visibility during migrations by surfacing unknown method names in metrics, facilitating faster identification and migration of endpoints. - Strengthened testing and validation around governance data access, contributing to more reliable governance-related data retrieval in production. Technologies/skills demonstrated: - RPC-alt integration and fullnode delegation patterns - API metrics instrumentation and observability - Test coverage for governance data access and API behavior - Change visibility and traceability via commit-level documentation

April 2025

2 Commits • 1 Features

Apr 1, 2025

April 2025 monthly summary for MystenLabs/sui. Focused on instrumentation, reliability, and test coverage to improve observability, stability, and developer efficiency. Delivered a new database request metric (db_requests_received) for the Sui Indexer Alt JSON-RPC path, with instrumentation that increments before executing queries in get_transaction_blocks and get_transaction_blocks_by_range to improve visibility into database usage and capacity planning. Improved RPC reliability for suix_getCoins by temporarily delegating to the fullnode and adding tests to validate handling of invalid addresses and coin types, strengthening end-to-end coin retrieval. These changes reduce downtime risk, enable better operator decisions, and support scalable growth. Commits include e7677b9c99b73f67544b7cef99675f454f4773d2 and e3dcdcc0fddad9462b8b8f72483b9722e9937b10.

March 2025

5 Commits • 2 Features

Mar 1, 2025

March 2025 monthly summary (MystenLabs/sui): Focused on delivering structural enhancements to the sui-indexer-alt to improve data accuracy, reliability, and developer productivity, with concrete progress on API surface, test coverage, and a safe backfill workflow for object info.

February 2025

7 Commits • 3 Features

Feb 1, 2025

February 2025 monthly summary for MystenLabs/sui focused on delivering scalable storage, expanded RPC capabilities, and testing reliability improvements. Key features delivered include migrating to Bigtable-backed storage for objects and checkpoints with enhanced transaction lookups, introducing coin-related RPC APIs with optimized balance retrieval, and standardizing cursor parsing in the transactional test adapter. Overall impact: Improved scalability and performance of core data paths, faster coin balance queries, and more reliable test coverage, enabling smoother growth and feature delivery in subsequent sprints. Technologies/skills demonstrated: Bigtable-backed kvstore integration, RPC API design and optimization, data loading refactor, coin balance indexing optimization, BCS cursor standardization, and transactional test adapter improvements.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025: Implemented end-to-end data pruning for indexer-alt pipelines in MystenLabs/sui, enabling deletion of data within specified transaction or epoch ranges to optimize storage and data lifecycle management. Added prune handlers across EvEmitMod, EvStructInst, KvCheckpoints, KvEpochEnds, KvEpochStarts, KvTransactions, TxAffectedAddresses, TxAffectedObjects, TxBalanceChanges, TxCalls, TxDigests, and TxKinds. The initial prune capability was committed as [indexer-alt] add prune impls for each pipeline (#20635) (a114f5194a3c8ff1a537f1e6192b6f683d59c66f). Business value: reduced storage growth, faster indexer maintenance, and a foundation for policy-driven data retention. Technologies/skills demonstrated: Rust/system programming patterns, modular handler extensions, cross-pipeline integration, and data lifecycle governance.

December 2024

2 Commits • 1 Features

Dec 1, 2024

Monthly summary for 2024-12 focusing on MystenLabs/sui: - Key features delivered and scope: Indexer Alt Collector Enhancements and Refactor, including test coverage and structural clarity improvements to the indexer alt framework. - Major bugs fixed: Minor debug assertion correction to improve robustness in the indexer alt collector workflow. - Overall impact and accomplishments: Increased reliability and maintainability of the indexer alt path, better test coverage, clearer unit boundaries (checkpoints, batches, rows), and improved readability through targeted renames and comments on channel limits. - Technologies/skills demonstrated: Test-driven enhancements, refactoring for clarity, robustness improvements, and maintainability improvements through documentation comments. - Business value: Reduced risk of data processing errors, faster onboarding for contributors due to clearer code structure, and stronger confidence in indexer data correctness across checkpoints and batches.

November 2024

2 Commits • 1 Features

Nov 1, 2024

In 2024-11, the dwallet-network work focused on expanding analytics capabilities and ensuring correctness of reward calculations. Delivered two key items that strengthen data fidelity and business value: (1) Enhanced Transaction Indexing Pipelines in sui-indexer-alt, introducing new pipelines, database schemas, and processing logic to index affected addresses, transaction kinds, digests, and function calls for richer transaction analytics (commit 61b97e69af121e158286ab1847b9216accba8e81). (2) JSON-RPC Reward Estimation Fix for Safe Mode Epochs, backfilling missing exchange rates using the previous epoch rate to correct overestimation, with unit tests validating the correction (commit 27098dbcd89d5ed0f98207230318bbaaead88868). These changes improve data fidelity, analytics capabilities, and reward accuracy, and prepare the system for additional analytics features.

Activity

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Quality Metrics

Correctness87.2%
Maintainability82.4%
Architecture84.0%
Performance77.6%
AI Usage22.4%

Skills & Technologies

Programming Languages

JSONMarkdownMoveRustSQLSnapTOMLTypeScript

Technical Skills

API DevelopmentAPI integrationAsynchronous ProgrammingBCS SerializationBack-pressure MechanismsBackend DevelopmentBigtableBug FixCI/CDCLI DevelopmentCLI ToolsCloud Services (Bigtable)Code RefactoringConcurrencyData Indexing

Repositories Contributed To

2 repos

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

MystenLabs/sui

Dec 2024 Jan 2026
12 Months active

Languages Used

RustSQLJSONMoveTOMLTypeScriptSnapMarkdown

Technical Skills

Code RefactoringConcurrencyRustSystem DesignSystem ProgrammingTesting

dwallet-labs/dwallet-network

Nov 2024 Nov 2024
1 Month active

Languages Used

RustSQL

Technical Skills

API DevelopmentBackend DevelopmentData IndexingDatabase DesignJSON-RPCRust