
Over the past year, contributed to the scroll-tech/ceno and related repositories by building and optimizing zero-knowledge proof systems, focusing on backend reliability, performance, and scalability. Work included refactoring the prover and verifier stacks, unifying CPU and GPU proving frameworks, and modernizing APIs for Plonky3 compatibility. Leveraged Rust and Shell scripting to implement GPU acceleration, memory-efficient circuit design, and robust cryptographic primitives. Addressed critical bugs in constraint handling and verification logic, while streamlining CI/CD workflows and dependency management. These efforts improved proof throughput, reduced memory usage, and enabled scalable deployments, demonstrating depth in systems programming, algorithm optimization, and cryptography.
March 2026 monthly summary for scroll-tech/ceno focusing on feature delivery, bug fixes, and impact. Implemented Transcript-Bound Tower Proof Verification Enhancement that binds the output evaluations to the transcript, enabling reliable derivation of tower challenges and yielding a measurable performance improvement in recursion proving time. A critical bug fix ensures the tower proof's out evaluations are correctly bound to the transcript, addressing issues linked to ticket #1125 and recorded under commit 8a63ff492682e59045f7d17e4b4d02824d2693db. The change improves verification reliability and contributes to more predictable proof generation across runs.
March 2026 monthly summary for scroll-tech/ceno focusing on feature delivery, bug fixes, and impact. Implemented Transcript-Bound Tower Proof Verification Enhancement that binds the output evaluations to the transcript, enabling reliable derivation of tower challenges and yielding a measurable performance improvement in recursion proving time. A critical bug fix ensures the tower proof's out evaluations are correctly bound to the transcript, addressing issues linked to ticket #1125 and recorded under commit 8a63ff492682e59045f7d17e4b4d02824d2693db. The change improves verification reliability and contributes to more predictable proof generation across runs.
Monthly performance summary for 2026-01 (scroll-tech/ceno). Focused on delivering critical features, hardening security-sensitive components, and driving measurable efficiency gains in the prover/verifier stack. Highlights include security hardening for ECC QuarkProof, and a series of toolchain and algorithmic optimizations that lowered verification cost and improved build/release readiness.
Monthly performance summary for 2026-01 (scroll-tech/ceno). Focused on delivering critical features, hardening security-sensitive components, and driving measurable efficiency gains in the prover/verifier stack. Highlights include security hardening for ECC QuarkProof, and a series of toolchain and algorithmic optimizations that lowered verification cost and improved build/release readiness.
Monthly summary for 2025-12 focusing on delivering GPU acceleration for cargo-sdk and STARK-based ZK proof system improvements in scroll-tech/ceno, with a emphasis on performance, scalability, and robust implementation.
Monthly summary for 2025-12 focusing on delivering GPU acceleration for cargo-sdk and STARK-based ZK proof system improvements in scroll-tech/ceno, with a emphasis on performance, scalability, and robust implementation.
November 2025 performance summary for scroll-tech/ceno. Focused on performance and scalability improvements to ShardRamCircuit. Key outcomes include Poseidon2 optimization to reduce monomial terms and the introduction of intermediate state columns to manage complexity, plus enabling multiple circuit instances within a single shard to address GPU memory limits when processing large datasets. Major bugs fixed include a targeted regression in ShardRamCircuit slowdown, improving throughput and predictability. Overall impact: higher throughput, more efficient GPU memory usage, and the ability to process larger datasets in a single shard. Technologies demonstrated include GPU-accelerated cryptographic gadget optimization, memory-aware data structures, multi-instance orchestration, and collaborative development across commits.
November 2025 performance summary for scroll-tech/ceno. Focused on performance and scalability improvements to ShardRamCircuit. Key outcomes include Poseidon2 optimization to reduce monomial terms and the introduction of intermediate state columns to manage complexity, plus enabling multiple circuit instances within a single shard to address GPU memory limits when processing large datasets. Major bugs fixed include a targeted regression in ShardRamCircuit slowdown, improving throughput and predictability. Overall impact: higher throughput, more efficient GPU memory usage, and the ability to process larger datasets in a single shard. Technologies demonstrated include GPU-accelerated cryptographic gadget optimization, memory-aware data structures, multi-instance orchestration, and collaborative development across commits.
2025-09 Monthly Summary — Scroll-tech/ceno: Stability-focused maintenance with a critical dependency upgrade to ensure runtime reliability and cross-repo compatibility. This month concentrated on upgrading internal dependencies to align the recursion stack, reducing runtime risk and improving build consistency for upcoming releases.
2025-09 Monthly Summary — Scroll-tech/ceno: Stability-focused maintenance with a critical dependency upgrade to ensure runtime reliability and cross-repo compatibility. This month concentrated on upgrading internal dependencies to align the recursion stack, reducing runtime risk and improving build consistency for upcoming releases.
July 2025 monthly summary for scroll-tech/ceno. The primary focus was delivering a Plonky3-style verifier API refactor and enabling recursion verification through public field exposure, both of which strengthen modularity, maintainability, and future extensibility of the verifier pipeline. Work laid groundwork for upcoming ZK-proof features by reorganizing core proof representations and simplifying commitment/opening procedures.
July 2025 monthly summary for scroll-tech/ceno. The primary focus was delivering a Plonky3-style verifier API refactor and enabling recursion verification through public field exposure, both of which strengthen modularity, maintainability, and future extensibility of the verifier pipeline. Work laid groundwork for upcoming ZK-proof features by reorganizing core proof representations and simplifying commitment/opening procedures.
June 2025 — Delivered architectural unifications in scroll-tech/ceno: a single Prover framework for CPU/GPU and a unified Plonky3 API across repositories. These changes reduce integration risk, boost maintainability, and accelerate future feature delivery. No major bugs fixed this month. Technologies demonstrated include Rust trait-based architecture (ProverBackend, ProverDevice), API modernization (FieldAlgebra, from_canonical_uX), and cross-repo dependency alignment.
June 2025 — Delivered architectural unifications in scroll-tech/ceno: a single Prover framework for CPU/GPU and a unified Plonky3 API across repositories. These changes reduce integration risk, boost maintainability, and accelerate future feature delivery. No major bugs fixed this month. Technologies demonstrated include Rust trait-based architecture (ProverBackend, ProverDevice), API modernization (FieldAlgebra, from_canonical_uX), and cross-repo dependency alignment.
May 2025 monthly summary for scroll-tech/ceno: Delivered a unified proof generation workflow for opcode and table circuits in ZKVM by refactoring the prover to use a single create_chip_proof function, reducing duplication and aligning proof/verification logic. No major bugs fixed this month. Overall impact: simplified codebase, improved consistency, and stronger verification, enabling faster iteration and safer deployment. Technologies/skills demonstrated: ZKVM proof system, Rust/refactoring, code consolidation, testing and verification practices.
May 2025 monthly summary for scroll-tech/ceno: Delivered a unified proof generation workflow for opcode and table circuits in ZKVM by refactoring the prover to use a single create_chip_proof function, reducing duplication and aligning proof/verification logic. No major bugs fixed this month. Overall impact: simplified codebase, improved consistency, and stronger verification, enabling faster iteration and safer deployment. Technologies/skills demonstrated: ZKVM proof system, Rust/refactoring, code consolidation, testing and verification practices.
April 2025 performance summary for scroll-tech/ceno: focused verifier efficiency improvements to enable larger proofs with lower memory usage, through on-the-fly folding coefficient computation and targeted refactoring of the selector stage sumcheck. Changes preserve API/compatibility while reducing memory footprint and potentially enhancing throughput.
April 2025 performance summary for scroll-tech/ceno: focused verifier efficiency improvements to enable larger proofs with lower memory usage, through on-the-fly folding coefficient computation and targeted refactoring of the selector stage sumcheck. Changes preserve API/compatibility while reducing memory footprint and potentially enhancing throughput.
February 2025: Strengthened data integrity and backend reliability for stark-backend by enforcing deterministic DAG constraint ordering and simplifying the verification flow. Implementations ensure constraint indices are sorted during DAG construction, reducing nondeterminism and production issues.
February 2025: Strengthened data integrity and backend reliability for stark-backend by enforcing deterministic DAG constraint ordering and simplifying the verification flow. Implementations ensure constraint indices are sorted during DAG construction, reducing nondeterminism and production issues.
Month 2024-11 focused on correctness, reliability, and developer velocity for the scroll-tech/ceno project. Delivered key fixes, enhanced zkVM testing capabilities, and modernized CI/CD to shorten feedback cycles. These changes reduce decoding errors, improve zk-proof reliability, and streamline future integration testing and releases.
Month 2024-11 focused on correctness, reliability, and developer velocity for the scroll-tech/ceno project. Delivered key fixes, enhanced zkVM testing capabilities, and modernized CI/CD to shorten feedback cycles. These changes reduce decoding errors, improve zk-proof reliability, and streamline future integration testing and releases.
October 2024 monthly summary focusing on feature delivery, bug fixes, and overall impact across two repositories: Lagrange-Labs/deep-prove and scroll-tech/ceno.
October 2024 monthly summary focusing on feature delivery, bug fixes, and overall impact across two repositories: Lagrange-Labs/deep-prove and scroll-tech/ceno.

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