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