J.A.R.V.I.S. · JUST A RATHER VERY INTELLIGENT SYSTEM · MARK VII
I’m Ricky Criss, a developer studying AI software engineering. I bring 20 years of hands-on experience in the metal industry to building websites, workflow integrations, and custom applications.
Open to remote developer opportunities & scoped freelance projects
Explore autonomous AI agents, technical case studies, and full-stack software. Spin the 3D orbit or switch to flat grid view.
Autonomous Unreal Engine 5 C++ developer agent powered by fine-tuned Qwen2.5-Coder-1.5B with indexed 57MB engine corpus. Scaffolds paired headers/sources, validates Hungarian notation, and injects Build.cs modules—deployed via FastAPI Poe bridge.
Key Architecture: LoRA Rank-16 on RTX 3070 Ti, 1,619 engine headers RAG index, AST C++ validator, Poe server bot.
Interactive AI code-evaluation and RLHF sparring workbench. Prepares engineers for Outlier AI and Code4Ai screenings with timed bug-hunt sprints, in-browser Python WASM execution, A/B model auditing, and Gemini-powered adversarial QA reviews.
Key Architecture: Gemini Structured Outputs (responseSchema), Pyodide sandbox, Firebase Auth & anti-tamper Firestore security.
An interactive mapping project for Mortal Online 2, bringing location information into a navigable map interface. Built around Leaflet and Firestore to explore interactive interfaces and shared data.
Skills explored: Mapping UI, application state, and data integration.
A React and Vite application developed with Google AI Studio. A learning project exploring how to structure an AI-facing application and manage interactive interface state.
Skills explored: React components, state management, and AI application interfaces.
A Python ReAct agent example using the Gemini SDK to explore tool calling and multi-step tasks. A starting point for understanding how an assistant can choose tools, act, and respond.
Skills explored: Python, Gemini SDK, tool calling, and agent control flow.
WORK WITH ME
Start with a focused scope and an outcome we can test together. These are proposed service packages; scope, timing, and price are agreed after discovery.
For a small business that needs a clear, professional place to explain its work and help customers take the next step.
Package: A scoped launch, with optional ongoing updates and care.
Discuss a websiteFor a team copying the same information between forms, spreadsheets, or business tools.
Package: Discovery followed by a bounded implementation; optional maintenance.
Discuss a workflowI also explore AI assistants, custom applications, backend systems, and remote hardware support. We’ll establish feasibility and a realistic scope before making commitments.
THE PERSON BEHIND THE BUILD
My background is in the metal industry, where I spent 20 years working with real materials, constraints, and problems. That experience shapes how I approach software: understand the job, break it into manageable parts, and build something useful.
I’m currently studying AI software engineering and developing projects across web applications, AI integrations, and backend systems. I also build and configure computers, from workstations to gaming systems.
I’m looking for remote opportunities where I can contribute, learn from others, and take responsibility for a defined piece of work.
Explore my GitHubPORTFOLIO REPOSITORY
Full project index with architecture deep-dives, live prototypes, and repository links.
An interactive AI code-evaluation and RLHF sparring workbench. Prepares engineers for Outlier AI and Code4Ai screenings with timed bug-hunt sprints, in-browser Python WASM execution, A/B model auditing, and Gemini-powered adversarial QA reviews.
Key Architecture: Gemini Structured Outputs (responseSchema), Pyodide sandbox, Firebase Auth & anti-tamper Firestore security.
An autonomous Unreal Engine 5 C++ developer agent powered by fine-tuned Qwen2.5-Coder-1.5B with an indexed 57MB Epic Games engine corpus. Scaffolds paired headers/sources, validates Hungarian notation, and injects Build.cs modules—deployed via FastAPI Poe bridge.
Key Architecture: LoRA Rank-16 on RTX 3070 Ti, 1,619 engine headers RAG index, AST C++ validator, Poe server bot.
An interactive mapping project for Mortal Online 2, bringing location information into a navigable map interface. Built around Leaflet and Firestore to explore interactive interfaces and shared data.
Skills explored: Mapping UI, application state, and data integration.
A React and Vite application developed with Google AI Studio. A learning project exploring how to structure an AI-facing application and manage interactive interface state.
Skills explored: React components, state management, and AI application interfaces.
A Python ReAct agent example using the Gemini SDK to explore tool calling and multi-step tasks. A starting point for understanding how an assistant can choose tools, act, and respond.
Skills explored: Python, Gemini SDK, tool calling, and agent control flow.
HOW WE’D WORK TOGETHER
Define the problem, users, tools, and what a useful result looks like.
Set deliverables, exclusions, milestones, access, and price before implementation.
Work in small steps, share progress, and check the agreed workflow.
Document the result and discuss any support or improvements you need.
I’m open to remote developer opportunities and focused freelance projects. Share the problem you’re solving, the tools involved, and what you need next.
GitHub is my public contact route for now. If we’re already connected on another platform, send the project link there. Please keep credentials and confidential material out of public issues.