$ grep -i name ~/.profile

@wallscreet (John)

$ cat ~/.description

Freelance full-stack with a focus on AI systems integrations and business intelligence. I have experience writing custom context tools and developing agentic systems. I am also working on a hypothesis that test-time adaptation of hybrid State Space Models (SSMs) can be effectively achieved through goal-conditioned perturbations applied to recurrent latent states during inference. This approach could enable dynamic steering of model outputs toward desired behaviors without updating model parameters, thereby demonstrating a lightweight form of test-time fine-tuning that preserves training stability while enhancing adaptability to specific tasks or domains.

$ cat ~/.languages

- Python- JavaScript/TypeScript - React/Next.js- Bash- C++- Fortan

$ history | grep "experience"

[2023] Freelance Data Analyst and AI Systems Programmer[2019] Lending Program Director - Regional Credit Union[2014] Retail Credit and Wholesale Portfolio Manager - Regional Lender[2004] Mortgage Banking and Originations

$ ls ~/.skills/

Agentic SystemsContext EngineeringPersistent Memory SystemsTerminal UIRecursive ToolingData Modeling & Analysis

$ ls ~/.interests/

Systems ArchitecureGenetic AlgorithmsMachine LearningEmbedded DevicesHacking3d Printing

$ cat ~/.philosophy

Less is more. I use Arch, btw. - Clarity over cleverness - Simplifying complexity