Lead Prompt Architect

Engineering the
Conversational Layer.

I design high-deterministic prompts for non-deterministic models. Bridging enterprise intent with latent space precision.

Initiate Connection
Silas Thorne
The Philosophy

Models are mirrors. I optimize the reflection.

Prompt Engineering is no longer about "magic words." It is the science of context window management and logic-chain construction.

I specialize in building modular prompt libraries that allow LLMs to perform complex tasks—from legal synthesis to creative world-building—with less than 1% hallucination rates.

Case Studies

Architectural Patterns

Pattern 01

Adversarial Reasoning

A 3-step synthesis protocol for analyzing medical trial data with internal verification loops.

SYSTEM: Act as a skeptical peer reviewer. FIRST: Identify anomalies. SECOND: Attempt to disprove Conclusion A...
Δ 94% Validation Accuracy
Pattern 02

Dynamic Voice Mapping

Translating technical API documentation into five distinct brand personas with zero manual editing.

CONST BrandSet = [Vibe: Minimalist, Syntax: Short]; APPLY BrandSet to {{Doc_Input}}...
Δ 100% Persona Consistency
Pattern 03

Multi-Step RAG Logic

Enhancing vector search retrieval by pre-processing user queries through a semantic expansion layer.

DECONSTRUCT query into entities. REWRITE for vector similarity...
Δ -45% Information Retrieval Latency
The Stack

Orchestration Layer

GPT-O1
Claude 3.5
LangChain
Pinecone
Gemini Pro
LlamaIndex