> IDENTITY_CONFIRM

BILLY JAMES LYNCH

LYNCH PROGRAMMER • HOG WILD CODING

Arkansas-built • Remote capable • Results focused

▶ Open Technical Dossier ⏵ Initiate Dispatch

> BRIEFING

Hog Wild Coding is my build lab. I design and deploy real systems — React frontends, Python automation, Java foundations, Firebase-backed apps, and AI-driven workflows built for performance and reliability.

Clean code. Locked-down access. Lifecycle thinking. No fluff.

> PRIMARY_OBJECTIVES

Custom Engineering

React UI systems + responsive design
Python automation tools
Java problem solving foundations
Debugging, rebuilds, upgrades

Firebase Systems

Hosting + custom domains
Auth + protected routes
Firestore + security rules
Cloud Functions workflows

PC Solutions

Dev / gaming / AI builds
Thermal & airflow planning
Power budgeting
Upgrade lifecycle planning

> AI_SYSTEMS_FOUNDATION

Data Engineering

Pandas pipelines (cleaning + transformation)
CSV / JSON ingestion
Visualization (Matplotlib)
Automation-driven reporting

Machine Learning Concepts

Supervised vs unsupervised learning
Precision / Recall / F1
Overfitting + bias-variance awareness
Workflow-first ML thinking

Applied AI

Prompt engineering
Agentic workflows
LLMOps concepts
AI integration into web systems

> ENGINEERING_LIFECYCLE

Requirements → Architecture → Build → Deploy. Clear scope, clean delivery.
Root cause analysis. Debug before guess.
Security first. No exposed admin panels.
Performance minded. Clean structure + fast load.
Post-deployment support. I don’t vanish after delivery.

> CURRENT_BUILD

AI Workstation

AMD Ryzen 9 9950X3D
Radeon RX 9070 XT
DDR5 high-speed memory
1200W performance PSU

Purpose Built

Parallel workloads
AI experimentation
Data processing
System testing

Engineering Focus

Thermal optimization
Stability testing
Compatibility planning
Upgrade lifecycle path

Built for development, AI systems experimentation, and performance-first engineering.