Systems Engineer building AI infrastructure, blockchain protocols, and verifiable systems.

Core stack: Rust, Python, Go, Solidity.

Actively building a local-first Obsidian plugin that continuously audits vault integrity. It uses specialized local AI agents to detect contradictions, stale notes, duplicate entities, broken references, orphaned tasks, schema violations, and unresolved decisions.

Policy-governed, evidence-first, fully offline, and designed to run only on user-owned vault data with local/open-source models.

My open-source work spans AI infrastructure, vector databases, agent frameworks, blockchain clients, protocol tooling, and distributed systems.

• [Open] #5461 fix(converter): fall back on invalid JSON-like partial matches in crewAIInc/crewAI
• [Open] #242 fix(executor): release substate iterator on early exit in 0xsoniclabs/aida
• [Merged] #2331 fix(langgraph): handle null thread checkpoint in RemoteGraph.getState in langchain-ai/langgraphjs
• [Open] #3996 fix(provider): poll receipts while waiting for confirmations in alloy-rs/alloy
• [Open] #8957 Fix 8935 match except dev in qdrant/qdrant
• [Merged] #39169 fix(gdn): Align prefill warmup with real prefill path in vllm-project/vllm
• [Open] #10 Fix #9: update guest code for current nssa_core program API in logos-co/logos-lez-rln
• [Merged] #2 Add Get metamask address after connection in ondecentral/Lucia-SDK-Experimental
• [Merged] #21 Update return minBid in Fantom-foundation/Artion-Contracts
• [Merged] #24 Update hardhat config in Fantom-foundation/Artion-Contracts

• AI Should Not Audit Smart Contracts. It Should Help Build Evidence. - June 9, 2026
• AI Coding Agents Need Evidence, Not Confidence - May 14, 2026
• CI Failures Are Not Text Problems. They Are Execution Problems. - May 11, 2026
• From Math to Code: Building Logistic Regression from Scratch (Binary Classification Example) - September 22, 2025
• From Math to Code: Building Linear Regression with Gradient Descent (Housing Prices Example) - September 15, 2025

Writing focus:

• evaluation-first AI engineering
• deterministic agent workflows
• CI reliability and evidence-backed RCA
• guardrails and validation in AI-assisted development

• LLM orchestration
• Agent systems
• RAG / retrieval workflows
• Evaluation pipelines
• AI reliability
• LangGraph
• LangChain
• vLLM

• EVM
• Solana
• Stellar
• SUI

• GitHub
• LinkedIn
• Medium