Spencer Allison

I am a Senior Software Engineer with a decade of experience building data-driven systems and AI-powered applications across fintech, gaming, and large-scale cloud platforms.

I design and implement production-grade LLM applications, RAG pipelines, and scalable inference workflows using Python, LangChain, vector databases, and AWS serverless architectures.

My background includes building robust data engineering pipelines with Spark, Airflow, Kafka, and dbt, plus integrating transformer models from Hugging Face for classification and signal extraction.

I focus on reliable, observable systems, experimentation pipelines, and prompt engineering techniques that improved model accuracy and reduced hallucinations, delivering measurable improvements to production services.