The Operator Behind the Architecture.
ENTITY:
VALENCE SYSTEMS
EST.:
OPEX RECOVERED:
$4.2M
Principal Architect — VALENCE SYSTEMS
MANDATES EXECUTED
42
AVG. TIME TO PRODUCTION
T+14 DAYS
TOTAL OPEX RECOVERED
$4.2M
I don't consult. I deploy.
Over the last four years, I have engineered autonomous routing systems and AI agents for scaling SaaS and e-commerce platforms. I view AI not as a novelty, but as deterministic infrastructure. If a workflow requires repetitive human data entry, it is an architectural failure. My mandates eliminate that failure.
01.
Architecture Over Advisory
We do not sell PDFs, pilot programs, or "strategy sessions." We sell hard-coded, production-ready AI agents that immediately impact your P&L.
02.
Determinism Over Novelty
Generative AI is inherently unpredictable. We constrain it using strict vector logic, semantic caching, and rigid API parameters to guarantee predictable outcomes.
01 // THE CAREER LEDGER
2022 — PRESENT
PRINCIPAL AI ARCHITECT
VALENCE SYSTEMS
Orchestrating enterprise-grade AI workflows for mid-market SaaS. Recovered over $4.2M in aggregate operational expenditure across 42 active deployments.
2019 — 2022
HEAD OF AUTOMATION
ACAPELLA SYSTEMS
Directed internal infrastructure. Replaced 60% of manual lead-routing and CRM data entry with automated webhook pipelines, reducing overhead by $320k annually.
2016 - 2019
SYSTEMS ENGINEER
VEXILLAR LOGISTICS
Maintained global API routing logic and database infrastructure. Architected the internal data lakes that now power their primary machine learning models.
02 // INFRASTRUCTURE MATRIX
LLM & FOUNDATION
Claude 3.5 Sonnet
OpenAI GPT-4o
Meta Llama 3
Cohere Command R+
RETRIEVAL & VECTOR
Pinecone Serverless
Qdrant
Supabase pgvector
Redis Semantic Cache
ORCHESTRATION
LangChain / LangGraph
Make.com Enterprise
Voiceflow
Vercel AI SDK
OPS & TELEMETRY
LangSmith
Datadog APM
Cloudflare AI Gateway
Helicone
03 // Research & Publications
Initiate Mandate Evaluation.
We accept a maximum of four concurrent deployment mandates per quarter. Submit your operational context below for review.
INTAKE PROTOCOL
RESPONSE WINDOW
T+24 HOURS (PRINCIPAL ONLY)
CONFIDENTIALITY
DEFAULT-DENY NDA ENFORCED
TRANSMISSION
E2E ENCRYPTED CHANNEL
INTAKE OPEN — ACCEPTING Q3 MANDATES
ACQUIRE — $149