Systems Engineer

Co-founding Engineer, CareWeave

• Co-founded a provider-side revenue integrity system that helps hospital billing and insurance teams resolve financing exceptions across HMIS platforms, payer workflows, documents, and operational follow-up.
• Designed an event-sourced revenue-matter model and deterministic evaluation pipeline that preserves provenance across source observations, payer requirements, evidence, exceptions, actions, and outcomes.
• Built Billie, a governed human-in-the-loop agent layer that uses contextual evidence to prepare next actions while enforcing version-bound proposals, stale-state detection, explicit review, and operational guardrails.
• Built signed ingestion, normalization, durable queue and outbox processing, tenant-scoped APIs, and workflow-capture tooling for hospital systems where direct API integration is unavailable.

Builder and AI Systems Engineer, Promco

• Building Promco, the commercial decision layer for distributors. It captures operational judgment between conversation and commitment, transforming WhatsApp conversations into structured, commercially reviewable commitments before downstream execution.
• Designed durable workflow orchestration, explicit state machines, and human-in-the-loop approval systems for high-trust commercial operations.
• Built AI evaluation, retrieval, validation, and tool execution infrastructure that grounds decisions in live business context while maintaining traceability, explainability, and operational safety.

AI Evaluation Engineer (Contractor), Bespoke Labs

• Contributed task authorship to OpenThoughts, Bespoke Labs' open reasoning dataset initiative, producing curated training data for small reasoning models in collaboration with Stanford, Berkeley, and UT Austin.
• Designed and authored Terminal Bench style agentic coding tasks in the Harbor format, covering concurrency bugs, semaphore leaks, and write-ordering failures across real-world TypeScript and healthcare system scenarios. Owned the full pipeline from environment setup through oracle verification.
• Applied Bespoke-MiniCheck for claim-level factual grounding in evaluation pipelines, using NLI-based verification alongside LLM-as-judge methods to improve signal reliability in automated test suites.

AI Training and Model Evaluation Engineer, AfterQuery

• Conducted frontier model evaluations for logic correctness, security, and infrastructure workflows.
• Built Project Anvil evaluation environments using base snapshots, gold patches, and automated oracles.
• Created Terminal Bench v2 tasks for concurrency bugs, security vulnerabilities, and infra debugging.

Backend Engineer, Alcora

• Architected a multi-tenant headless ERP with real-time stock and demand intelligence.
• Built payment rails with automated debt reconciliation across brands, distributors, and retailers.
• Reduced promotional wastage by 40% with promo cost versus incremental gross profit tracking.

Founding Engineer, AfyaTelemed

• Architected a telemedicine platform across triage, consultations, pharmacy, and lab integration.
• Built secure video consultation with WebRTC and payment processing across local and international gateways.

Software Engineer, McSystems & Medical Inc.

• Architected a CRM with voice-to-CRM logging, reducing manual data entry by 70%.
• Rebuilt a legacy PHP medical sales marketplace into an offline-first Next.js platform.

Splice : AI-Native Healthcare Coordination Platform

An AI-native platform that transforms fragmented, unstructured healthcare documents (images, referrals, scanned PDFs) into a grounded knowledge graph using vector embeddings and relationship-native reasoning. Automates provider-payer loops with low-latency voice agents and human-in-the-loop validation, building institutional memory that reduces referral delays and claim denials.

Taji : Real-Time AI SDR

A 24/7 AI agent that joins video calls to deliver multilingual, interactive product demos. Drops into any SaaS product to navigate it via VLM-based agentic automation, qualifying leads and booking follow-ups directly in your CRM and calendar. Built on LiveKit and Cartesia

CVCS : AI Cognition Version Control System

Built an event-sourced control plane that versions AI context, decisions, and human corrections as portable, tamper-evident history. Supports governed correction-to-rule workflows and causal replay across interchangeable model runtimes.