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working together.

Bring a role. Explore the work behind it. Leave with better questions.

What are you building?

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Use public, non-confidential text. The application does not save your description. Live analysis sends your text to Analysis by Jev 1.13, a decision model by TypeSafe, served through OpenRouter. It returns typed probabilities, not generated text.; the provider’s data policies apply. If the analysis is unavailable, the result is labeled as a keyword preview.

Results

Illustrative example · no AI call

Illustrative example. This first read is a local keyword preview, so the page is useful before you paste anything. Analyze your own role for live results.

AI agentsRetrieval & RAGBackend & APIsIntegrationsProduct delivery

Loan LabsSelected work

From agent APIs to a product interface

Built agent-facing Rails APIs, borrower email intake, and an in-product conversational interface so users could handle loan documents and initiate agent actions in LoanOS.

Related to Product delivery, Backend & APIs, Integrations

Internal and pilot workflows; no claim of broad customer rollout.

Read the public work

Open Source ProjectPublished work

VT Search: Inverted Index & Transformers-Based Summarization

Distributed web search and summarization engine combining inverted index postings with neural sequence summarization.

Related to Retrieval & RAG, Backend & APIs

Open the source

Personal ProjectPublished work

Neuralflow: Cognitive Task Management & Deep Focus Workflows

Full-stack productivity application uniting task execution, focus blocks, and telemetry.

Related to Product delivery, Backend & APIs

Open the source

Loan LabsSelected work

Lois: agents for mortgage workflows

Re-architected Lois from one-off Ruby LLM calls into a LangGraph agentic system on Amazon Bedrock AgentCore for mortgage-document classification, lender-specific renaming, and policy validation.

Related to AI agents, Backend & APIs

Internal and pilot workflows; no claim of broad customer rollout.

Read the public work

Loan LabsSelected work

Permission-aware agent actions

Designed fail-closed authorization for Composio integrations: tenant/owner scoping, separate write/send/merge/archive permissions, reviewed tool allowlists, and execution-time checks that invalidate revoked access.

Related to AI agents, Integrations

Internal and pilot workflows; no claim of broad customer rollout.

Read the public work

Loan LabsSelected work

Connecting CRM and document workflows

Connected CRM and document workflows across Google Drive, Box, Salesforce, HubSpot, Pipedrive, OneDrive, and SharePoint with fine-grained access controls and blocked delete actions.

Related to Integrations, Product delivery

Internal and pilot workflows; no claim of broad customer rollout.

Read the public work

Ask me about

  • How would you decide which actions an agent can take, and which need review?
  • How would you evaluate retrieval quality before adding more model complexity?
  • What would you ship first, and what evidence would change that decision?
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