No. 01 — Standfirst
I ship
what I lead.
I lead AI strategy and platform engineering for pharma's omnichannel HCP work — and ship my own research on memory, voice, and agent supervision.
Featured Work
Engram
Cognitive AI Memory
Open-source memory architecture for AI agents combining vector search, human-readable traces, temporal validity, entity coverage, consolidation, decay, and reconsolidation patterns.
3,030Production memories
PersonaPlex-MLX
Full-Duplex Agent Interface
Local-first speech and agent workbench research on Apple Silicon: cancellable voice, task contracts, dry-run workers, risk gates, and evidence-backed supervision.
Nine Tendencies
Personality Assessment
AI-assisted personality assessment and coaching product translating cognitive and behavioral patterns into practical guidance.
Contact sheetSelected work, 2024 — 2026. Hover any plate to lift it from the strip.
By theme
01
Memory
04 entries
Cognitive-inspired storage for AI agents — consolidation, decay, reconsolidation, temporal validity.
02
Agents & Harnesses
06 entries
What makes the runtime around the model reliable — instructions, tools, delegation, verification.
03
Voice & Interfaces
03 entries
Two-tier conversational architecture, streaming TTS, full-duplex supervision of real agent work.
04
Healthcare
03 entries
AI-powered HCP engagement, modular content operations, measurement across pharma brands.
05
Shipped Products
05 entries
Consumer and enterprise products in market — assessment, storytelling, retail, research.
From the notebook
01
Mar 31, 2026
Harness Engineering: The Work That Makes AI Agents Reliable
AI Engineering
8 min
02
Feb 14, 2026
Engram: Cognitive-Inspired AI Memory Architecture
AI Research
15 min
03
Feb 14, 2026
AgentEvolve: When LLM Orchestration Helps — and When It Hurts
AI Research
12 min
04
Feb 14, 2026
Two-Tier Voice Architecture for Local AI Interfaces
AI Systems
10 min