worldcoin/iris-mpc
Nov 2024 – Oct 2025
7 Months active
Languages Used
ProtobufRustTypeScriptPythonTOMLProtoGoC++
Technical Skills
API IntegrationAsynchronous ProgrammingBenchmarkingData StructuresDependency ManagementDistributed Systems
iliailia
PROFILE
Iliailia
Ilia Iliaschenko developed core features for the worldcoin/iris-mpc repository, focusing on secure multi-party computation workflows and distributed systems. Over seven months, Ilia engineered modular protocol components, optimized gRPC networking with streaming, and introduced batch processing for distance computations. Using Rust and C++, Ilia implemented custom serialization formats, concurrency primitives, and robust error handling to improve throughput and maintainability. The work included cryptographic enhancements, observability improvements with structured tracing, and type-safe network value handling. By refactoring core modules and expanding unit tests, Ilia reduced runtime risk and enabled scalable, privacy-preserving data operations, demonstrating depth in backend and systems programming.
Overall Statistics
Feature vs Bugs
90%Features
Repository Contributions
34Total
Bugs
2
Commits
34
Features
18
Lines of code
11,797
Activity Months7
Work History
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025: Delivered the Oblivious Swap Network feature for iris-mpc, enabling oblivious swapping of distances and IDs within Aby3Store and introducing the apply_oblivious_swap_network orchestrator to coordinate secure/private comparison and reordering of vector data in the MPC workflow. This enhances privacy and data handling capabilities in the MPC pipeline and sets the foundation for more efficient, privacy-preserving vector operations.
1 Commits • 1 Features
Oct 1, 2025October 2025: Delivered the Oblivious Swap Network feature for iris-mpc, enabling oblivious swapping of distances and IDs within Aby3Store and introducing the apply_oblivious_swap_network orchestrator to coordinate secure/private comparison and reordering of vector data in the MPC workflow. This enhances privacy and data handling capabilities in the MPC pipeline and sets the foundation for more efficient, privacy-preserving vector operations.
October 2025
April 2025
5 Commits • 3 Features
Apr 1, 2025April 2025: Focused on robustness, type-safe network value handling, and test coverage for worldcoin/iris-mpc. Delivered feature work to enable multi-type network values, improved core reliability through targeted refactors and enhanced error handling, and expanded unit tests to strengthen correctness. These efforts reduce runtime risk, improve maintainability, and position the MPC stack for safer multi-type arithmetic and clearer release readiness.
April 2025
5 Commits • 3 Features
Apr 1, 2025April 2025: Focused on robustness, type-safe network value handling, and test coverage for worldcoin/iris-mpc. Delivered feature work to enable multi-type network values, improved core reliability through targeted refactors and enhanced error handling, and expanded unit tests to strengthen correctness. These efforts reduce runtime risk, improve maintainability, and position the MPC stack for safer multi-type arithmetic and clearer release readiness.
March 2025
10 Commits • 4 Features
Mar 1, 2025March 2025 – Performance and reliability focus for worldcoin/iris-mpc. Delivered a set of features and reliability improvements spanning gRPC networking, batch processing for distance computations, store architecture, and MPC protocol optimization. These efforts improved latency, throughput, observability, and maintainability, enabling more scalable and measurable MPC workflows.
10 Commits • 4 Features
Mar 1, 2025March 2025 – Performance and reliability focus for worldcoin/iris-mpc. Delivered a set of features and reliability improvements spanning gRPC networking, batch processing for distance computations, store architecture, and MPC protocol optimization. These efforts improved latency, throughput, observability, and maintainability, enabling more scalable and measurable MPC workflows.
March 2025
February 2025
3 Commits • 2 Features
Feb 1, 2025February 2025 (2025-02) – WorldCoin Iris MPC: strengthened observability and API clarity to accelerate performance tuning, debugging, and developer onboarding. Delivered structured tracing instrumentation for HNSW and clarified the gRPC API semantics to align with streaming usage.
February 2025
3 Commits • 2 Features
Feb 1, 2025February 2025 (2025-02) – WorldCoin Iris MPC: strengthened observability and API clarity to accelerate performance tuning, debugging, and developer onboarding. Delivered structured tracing instrumentation for HNSW and clarified the gRPC API semantics to align with streaming usage.
January 2025
3 Commits • 2 Features
Jan 1, 2025January 2025 — Performance-focused update for worldcoin/iris-mpc. 1) Key features delivered: modular SMPC protocol with detached local runtime and improved concurrency via RwLock; high-performance network value serialization with a custom binary format and cleanup of deprecated types. 2) Major bugs fixed: prevention of duplicate gRPC sessions via a contains_session guard and accompanying test. 3) Overall impact: enhanced throughput, stability, and maintainability for distributed MPC workloads; reduced serialization overhead; stronger session management. 4) Technologies/skills demonstrated: Rust concurrency patterns (RwLock), protocol modularity, custom binary serialization, gRPC session handling, test-driven development.
3 Commits • 2 Features
Jan 1, 2025January 2025 — Performance-focused update for worldcoin/iris-mpc. 1) Key features delivered: modular SMPC protocol with detached local runtime and improved concurrency via RwLock; high-performance network value serialization with a custom binary format and cleanup of deprecated types. 2) Major bugs fixed: prevention of duplicate gRPC sessions via a contains_session guard and accompanying test. 3) Overall impact: enhanced throughput, stability, and maintainability for distributed MPC workloads; reduced serialization overhead; stronger session management. 4) Technologies/skills demonstrated: Rust concurrency patterns (RwLock), protocol modularity, custom binary serialization, gRPC session handling, test-driven development.
January 2025
December 2024
7 Commits • 3 Features
Dec 1, 2024December 2024 monthly summary for worldcoin/iris-mpc: Delivered performance- and reliability-focused feature work with measurable business impact, including HNSW and gRPC improvements, optimization of mock setup and benchmark data I/O tooling, and robustness fixes. This work improved throughput, reduced latency, and enabled reproducible benchmarking across experiments.
December 2024
7 Commits • 3 Features
Dec 1, 2024December 2024 monthly summary for worldcoin/iris-mpc: Delivered performance- and reliability-focused feature work with measurable business impact, including HNSW and gRPC improvements, optimization of mock setup and benchmark data I/O tooling, and robustness fixes. This work improved throughput, reduced latency, and enabled reproducible benchmarking across experiments.
November 2024
5 Commits • 3 Features
Nov 1, 2024Month: 2024-11 – Delivered modular, streaming-capable MPC networking and data path improvements for worldcoin/iris-mpc, with decoupled local runtime and async initialization. Focused on enabling scalable MPC workflows, improving reliability, and laying groundwork for future protocol enhancements through improved serialization and dependency updates.
5 Commits • 3 Features
Nov 1, 2024Month: 2024-11 – Delivered modular, streaming-capable MPC networking and data path improvements for worldcoin/iris-mpc, with decoupled local runtime and async initialization. Focused on enabling scalable MPC workflows, improving reliability, and laying groundwork for future protocol enhancements through improved serialization and dependency updates.
November 2024
Activity
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Quality Metrics
Correctness89.8%
Maintainability85.2%
Architecture86.8%
Performance83.0%
AI Usage20.6%
Skills & Technologies
Programming Languages
C++GoProtoProtobufPythonRustTOMLTypeScript
Technical Skills
API IntegrationAlgorithm optimizationAlgorithmsAsynchronous ProgrammingBackend DevelopmentBatch ProcessingBenchmarkingC++ConcurrencyCryptographyData SerializationData StructuresDependency ManagementDistributed SystemsDocumentation
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