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The operator — qualifications, receipts + the proof

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The operator — qualifications, receipts + the proof

Dom Davis — Growth Engineer & AI Solutions Architect

8+ years bridging creative go-to-market and advanced backend automation — turning manual marketing into AI-native production engines. The studio's offer IS his practice.

Where San Antonio, TXVerticals enterprise e-commerce · retail brands · service SMBs · municipal initiativesLinkedIn linkedin.com/in/domdavisnetwork

Receipts:

  • 35% YoY revenue lift on push-marketing channels (Grunt Style, Digital Marketing Coordinator)
  • Performance Marketing Director (The Down Market) — omnichannel RevOps, CRO, website redesign + closed-loop tracking
  • Temerarii Media (2017–present) — architects automated GTM ecosystems + analytics dashboards for clients

Range (one operator):

Growth Revops

Omnichannel marketing · CRO · performance analytics · lifecycle email/SMS · paid media · cross-functional leadership

Agentic Ai

LangGraph · crewAI · AutoGen · LlamaIndex · Model Context Protocol (MCP) · smolagents · Letta · DSPy · Anthropic Claude Code

Ml Data

Neural nets · NLP · Transformers · diffusion models · supervised/unsupervised learning · GraphRAG (Neo4j) · vector DBs (Chroma/Qdrant/Weaviate/Pinecone) · Python/SQL/BigQuery

Llmops

Reinforcement fine-tuning (GRPO) · pre/post-training · quantization · eval (Arize AI, W&B)

Automation Dev

n8n/Make/Zapier · Node.js · Docker · CI/CD · Supabase/Firebase · full-stack

What qualifies him — the rare triple: Almost no one occupies all three at once. STUDIED it (accredited bootcamp + 30+ frontier courses from the actual tool-builders) · SHIPPED it (built, self-hosted, ran-on-self, 35% YoY) · GIVES IT AWAY (a nonprofit that teaches it). Most have one leg of the tripod; the credibility is the union.

Studied

edX/UTSA AI Bootcamp (24 modules) + 30+ DeepLearning.AI courses taught by Anthropic · Meta · LangChain · crewAI · Neo4j · HuggingFace · Predibase · Letta · Mistral · Arize.

Shipped

13 production automation flows · a 2,053-workflow corpus studied + organized · self-hosted n8n (Docker/Postgres/Caddy/DigitalOcean) · flows converted to typed Pydantic Python · SlotSlot · SIE · the content machine · the Lab — the GTM run on ourselves first · 8+ yrs · 35% YoY.

Teaches

Community Incubator / Temerarii Academy — teaches this to underserved learners (classes Fall 2026).

'Minus the hype · receipts over rhetoric · demystify AI' is EARNED — for any claim we can name the exact course, the exact build, and the exact result. 'Thought leader' is then proven by the build-in-public cadence (the calendar · Lab · Academy), not declared.

30+ DeepLearning.AI courses — by concentration:

GenAI Applications 26 · Prompt Engineering 22 · Agents 18 · RAG 17 · AI Frameworks 13 · Chatbots 13 · Generative Models 13 · Evaluation & Monitoring 12 · LLMOps 11 · Task Automation 11 · Search & Retrieval 9 · Fine-Tuning 7 · Embeddings 6 · Transformers 6 · NLP 5 · MultiModal 4 · Vector Databases 4 · Diffusion · MLOps · Computer Vision · AI Safety

Every claim, a course + a build:

  • Pydantic for LLM Workflows → the n8n→Pydantic transformation thesis
  • MCP: Build Rich-Context AI Apps + Claude Code: A Highly Agentic Coding Assistant (Anthropic) → the Claude-Code/MCP-first engine
  • Agentic Knowledge Graph Construction + Knowledge Graphs for RAG (Neo4j) → GraphRAG
  • Reinforcement Fine-Tuning w/ GRPO · Pretraining · Post-training of LLMs → LLMOps
  • Evaluating AI Agents (Arize) → eval/monitoring
  • AI Agents in LangGraph · Multi-AI-Agent Systems w/ crewAI · Design Patterns w/ AutoGen · smolagents · Agent Memory w/ Letta → the agentic/multi-agent claim
  • How Diffusion Models Work · Multimodal Llama · Open Source Models w/ HuggingFace → the generative-media stack

edX/UTSA Artificial Intelligence Bootcamp (2024–25) — a rigorous 24-module, 3-section program (Programming for AI [Python · Pandas · APIs/JSON · data viz] → Machine Learning [supervised/unsupervised · model-fit-predict · optimization · AI ethics] → AI Innovations [neural nets/deep learning · NLP · transformers · generative AI · emerging topics]); DeepLearning.AI — 30+ completed short courses; BASc Business Admin (Colorado Tech) · AAS Media Management (Full Sail). Proof repo: github.com/temerariimedia/ai-bootcamp.

The neutral builder with creative + data + dev range is one operator who has shipped it — so 'we run it on ourselves first' is literal, not a slogan.

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