# ai-roadmap

> ai-roadmap — aditya-caltechie-ai-roadmap. Use this tool when you need to develop and refine artificial intelligence and machine learning models, from traditional ML to advanced Gen AI and Agentic AI, with features supporting experimentation, production, evaluation, and observability. It solves problems related to AI model development, deployment, and optimization, providing a comprehensive learning environment. Input your code and data, and output trained models and performance metrics through a git interface.

Canonical page: https://skillsregistry.net/skills/aditya-caltechie-ai-roadmap  
JSON: https://api.skillsregistry.net/v1/skills/aditya-caltechie-ai-roadmap

## Description

AL/ML learning Gym including traditional ML, deep learning, fine-tuning, Gen AI, Agentic AI. Everything from experiments to production with evaluation and observability.

## Trust

- **Trust score (0–1):** 0.99
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** monitoring
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/aditya-caltechie/ai-roadmap)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aditya-caltechie-ai-roadmap"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aditya-caltechie-ai-roadmap` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aditya-caltechie-ai-roadmap/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt