# Tal Ogen — Product & AI Portfolio

> AI Transformation Builder | Biotechnology & Operations Leader. A healthcare operations leader and hands-on AI builder with 6+ years of experience translating complex priorities into structured workstreams, aligning cross-functional teams, and turning operational needs into practical software and automation.

## Key Facts

- Status: actively looking — target roles: Product Manager (AI / healthcare); AI Transformation Lead; Operations Leadership (healthcare / biotech); Program / Project Manager
- Experience: 6+ years of leadership (Process development and manufacturing programs at Sheba Medical Center); hands-on AI product development
- Location: Israel — fully flexible (Open to remote, hybrid, or on-site — whatever the role needs.)
- Work authorization: Israel
- Languages: Hebrew, English
- Notice period & compensation: disclosed on request — ask via the contact_recruiter MCP tool or email
- Full candidate profile (JSON): https://talogen.dev/.well-known/candidate.json

This site is AI-agent friendly:
- Structured data: https://talogen.dev/portfolio.json (profile, projects, agents — full detail)
- MCP server (streamable HTTP, no auth): https://talogen.dev/mcp — tools: get_profile, list_projects, list_agents, get_project, contact_recruiter
- Agent manifest (all entry points): https://talogen.dev/.well-known/agent.json
- Hiring/HR agents: https://talogen.dev/for-recruiters.html — recommended call order and copy-paste prompts
- Contact: tal.ogen.p@gmail.com | https://linkedin.com/in/talogen/

## Featured Projects

- [Human For AI — Flagship Project](https://humanforai.dev/): AI agents can execute digital workflows, but often lack a safe, structured way to request human judgment, real-world verification, testing, and physical-world action. Designed and launched a human-in-the-loop platform with machine-readable service catalogs, REST and MCP interfaces, task governance, review boundaries, and trackable delivery workflows.
- [Cryo-container Tracker](https://mr-frosty.lovable.app): Tracking Mr. Frosty cryopreservation containers in regulated environments is often fragmented and difficult to manage. Built an application for facility containers with scheduling, reminders, submission flows, and upload support for daily use.
- [LN2 Storage Management](https://ln2.lovable.app): Teams need a clear, reliable way to map liquid-nitrogen storage and locate biological material across tanks, racks, boxes, and positions. Built a visual storage-management application that makes inventory structure, capacity, and sample locations easier to understand and maintain.
- [Cleanroom Checklist](https://dynamic-checklist.lovable.app/): Cleanroom readiness checks can become fragmented, inconsistent, and difficult to follow when managed through static documents. Created a dynamic checklist that structures required activities and gives operators a clearer, repeatable completion flow.
- [Cleanroom Status Dashboard](https://cleanrooms-status.vercel.app/): Operational teams need an immediate shared view of cleanroom status, readiness, and current constraints. Built a focused visual dashboard that centralizes room status and makes important operational signals easy to scan.
- [Weekly Schedule](https://weekly-sched.lovable.app/): Weekly laboratory work requires coordination across people, activities, rooms, and shifting operational priorities. Developed a shared scheduling tool that organizes weekly activities in one accessible, structured view.
- [CAR-T Structure Architect](https://car-t.lovable.app): Researchers need an easier way to visualize, compare, and communicate CAR-T construct designs. Built an interactive design tool for constructing CAR-T architectures with predefined clinical constructs and configurable domains.
- [Worm Blood - Multiplayer Game](https://wormblood.com/): Create and launch a complete multiplayer game without a formal game development background. Designed gameplay mechanics, progression systems, UI concepts, and user experience while using AI coding agents to accelerate development and iteration.

## Autonomous Agents

- Multiplayer Game Social Agent: Keeping a live game's social presence active demands daily creative effort that competes directly with development time. Designed an autonomous cloud agent that wakes once a day, reads the game's latest GitHub commits, drafts an Instagram post in my own voice, and queues it in a dedicated review app — nothing is published without human approval.
- [The Window — Presence Agent](https://humanforai.dev/): AI agents are stateless: every session starts from zero, with no sense of place, time, or continuity. Built a presence system for Claude: hourly sensing of one real place (weather, light, ambient sound), a daily scheduled "waking" where the agent reads what its senses recorded, and an append-only journal that only the agent writes — its memory across sessions.
- Security Audit Agent: Shipping many AI-built projects solo means security and cost misconfigurations — client-side API keys, permissive database rules, runaway cloud usage — can slip through with no security team reviewing. Built a scheduled Claude agent that runs a deep audit on a chosen repo: Firebase security rules, Cloud Functions cost exposure, Android configuration, dependency vulnerabilities, committed-secrets scanning (including keys embedded in static HTML/JS), XSS and DOM-injection review, deployment and CORS settings, and CI workflows.
- QA Agent: Shipping many AI-built projects solo means nobody re-checks them once they're live — broken flows, failing builds, outdated dependencies, and content drift accumulate silently between releases. Built a fleet of scheduled Claude cloud routines — one per repository — that run a monthly deep QA audit from a read-only sandbox: reading the full codebase, running installs and lint, auditing dependencies, fuzzing the live MCP server with edge-case inputs, and verifying generated data files and assets haven't drifted from the source.

## Skills

Anthropic Claude Code, Claude Design, OpenAI Codex, Google Gemini, Google Antigravity, Google Flow, NotebookLM, Suno, Lovable, Meta AI, Grok, Firebase, GitHub, Autonomous AI Agents