January 2026 focused on delivering two high-impact adapters across DefiLlama's ecosystem, enhancing revenue tracking, TVL coverage, and data reliability. The work improves metric accuracy, reduces data gaps during upstream outages, and provides solid business intelligence for product and partnerships.

December 2025 performance summary for DefiLlama core adapters. Delivered a new TVL Calculator Module for the Variational OLP Vault, significantly improving Total Value Locked visibility and analytics for the Variational project. Strengthened reliability of adapters through robustness improvements across Near Intents and Moonwell adapters, reducing data retrieval failures and improving data quality. Implemented Moonwell Artemis Fees and Revenue Calculation Enhancement to enable precise daily revenue analytics. Fixed critical issues in the ENS Fees/Revenue Adapter to ensure premium fees are included in revenue calculations. Overall, these efforts enhanced dashboard trust, accelerated issue resolution, and delivered clearer business insights into protocol activity and revenue streams.

November 2025 — DefiLlama/DefiLlama-Adapters: Delivered Cross-Chain TVL Tracking Module enabling multi-network TVL calculations for InstaDapp. The module provides unified TVL metrics across supported blockchains, enhancing asset visibility, analytics accuracy, and decision support for users and partners. Implemented via a modular adapter architecture; key commit: 06e684ec7e29c928c71a706ae07c1df12b76a5af ('InstaDapp Added for Total Value Locked (#17217)'). Impact: improved data reliability for InstaDapp's multi-chain assets, faster time-to-insight, and foundation for expanding cross-chain coverage. Technologies/skills demonstrated: cross-chain data aggregation, modular design, TVL computation, code traceability, and adherence to repository standards.

In August 2025, delivered DEX trades data integration on Arbitrum for GammaSwap and Elk Finance within duneanalytics/spellbook, enabling accurate processing and analytics of swap and pair creation events. Implemented SQL models, schemas, and seed data to support end-to-end data capture, validation, and analysis of Arbitrum DEX trades. This work establishes a foundation for cross-DEX Arbitrum analytics, improving data quality and enabling more actionable insights for DeFi monitoring and decision-making. Notable note: no major bugs fixed this month.

June 2025 monthly summary for duneanalytics/spellbook focusing on expanding cross-chain data coverage and improving analytics readiness. Delivered two major feature programs that close data gaps for DeFi trades on Arbitrum, Base, and Apechain, enabling richer business insights and more complete dashboards.

February 2025: Delivered Unified Perpetual Trades Data Model Across Protocols for duneanalytics/spellbook, consolidating perpetual trades data models for Dip Exchange on Base and Polynomial Protocol on Optimism to enable unified tracking and cross-network analytics. Implemented two key commits that materialize the model: 13f8b22b23a90aa980526e78f7122edf8fd1e341 (Dip Exchange on Base, #7582) and 521e5dc7de9468aae6f76d16c81f683ed0c94530 (Polynomial Protocol on Optimism, #7548). Result: improved data consistency, analytics readiness, and a scalable foundation for cross-chain dashboards.

January 2025 achieved cross-chain DeFi data tracking coverage for spellbook with three primary feature deliveries across Base and Optimism, strengthening analytics depth and data quality while laying groundwork for dashboards and automated insights. No major bugs fixed were recorded this month. Overall impact: expanded protocol coverage (Jojo DEX, OTSea DEX on Base; Pika v4 on Optimism; Gains Network on Base) enabling richer analytics and more actionable business insights.

December 2024: Expanded on-chain analytics by delivering StableBase DEX support on Base, Saddle Finance DEX data integration on Optimism, and Bridgers DEX data tracking on Optimism. Implemented SQL processing, schema/config updates, and seeds to ingest and analyze new trades, enabling unified cross-DEX analytics. No major defects reported; contributions strengthen data coverage and ETL reliability across networks.