# Ali Cem Topcu

> AI Agent & MCP Developer specializing in context engineering: designing the information structures, memory systems and tool interfaces that determine what LLMs know, when they know it and how reliably they act on it. Enterprise infrastructure background applied to governed, phase-gated AI systems.

Available for remote work globally and open to relocation worldwide. Location: Turkey (remote, open to relocation).

This site is the machine-readable version of https://alicem.dev. All content is English. Data is read-only.

## Data files

- [Full profile as one Markdown file](https://ai.alicem.dev/llms-full.txt): everything below in one document
- [profile.json](https://ai.alicem.dev/profile.json): identity, summary, links, education, certifications, interests
- [skills.json](https://ai.alicem.dev/skills.json): skills with level and years
- [experience.json](https://ai.alicem.dev/experience.json): work history, newest first
- [projects.json](https://ai.alicem.dev/projects.json): all projects with details

## MCP server

- Endpoint: https://ai.alicem.dev/mcp (MCP Streamable HTTP, POST, JSON responses, read-only, rate limited)
- Tools: get_profile, list_projects, get_project, search_skills, get_experience, get_contact

## Projects

- [ONE TOOL](https://ai.alicem.dev/projects/one-tool.md): Governed platform for building AI agents
- [Local Semantic Memory Pipeline](https://ai.alicem.dev/projects/local-semantic-memory.md): Fully offline knowledge base for LLMs, controlled over MCP
- [TourGuide](https://ai.alicem.dev/projects/tourguide.md): JSON navigation guides that control what an AI reads
- [chunk-wizard](https://ai.alicem.dev/projects/chunk-wizard.md): Token-budget chunking library
- [shell-stream MCP](https://ai.alicem.dev/projects/shell-stream-mcp.md): Safe shell execution for AI assistants
- [txt-mcp](https://ai.alicem.dev/projects/txt-mcp.md): Text file read, write and edit over MCP
- [resume-json](https://ai.alicem.dev/projects/resume-json.md): AI-managed resume with a single source of truth
- [Logistics Data Pipeline & BI System](https://ai.alicem.dev/projects/logistics-bi-pipeline.md): Analytics infrastructure rebuilt for a logistics company
- [Steam Gaming Industry Analytics 2024](https://ai.alicem.dev/projects/steam-2024-analytics.md): Revenue and performance analysis of Steam games released in 2024

## Contact

- Email: contact@alicem.dev
- LinkedIn: https://www.linkedin.com/in/ali-cem-topcu-b223a5a4
- GitHub: https://github.com/Kilgor

## Optional

- [Human site](https://alicem.dev): the same person, designed for people