Tal Ogen
Portrait of Tal Ogen

AI & Business Transformation Specialist

Tal Ogen builds
AI adoption. working products. operational value. AI adoption.

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.

Strategy → adoption → measurable value

Email tal.ogen.p@gmail.com LinkedIn Phone +972-53-2869827

About

Healthcare depth, AI fluency, and transformation execution.

I am an engineering and biotechnology professional with 6+ years of leadership experience at Sheba Medical Center, where I led process development and manufacturing programs, coordinated cross-functional stakeholders, managed dependencies and priorities, and improved operations in a complex healthcare environment.

Over the past year, I became deeply involved in AI-driven product development. Using modern AI tools and coding agents, I built software applications, automation systems, AI-powered workflows, and digital products. I enjoy translating business needs into actionable workstreams, rapidly prototyping solutions, supporting adoption, and turning concepts into working products with clear operational value.

Tal Ogen presenting cell therapy manufacturing outcomes to colleagues at Sheba Medical Center
Presenting cell-therapy manufacturing outcomes at Sheba Medical Center

Featured Projects

AI-enabled transformation, built and shipped.

Each project connects a concrete business need to an actionable workflow, rapid implementation, stakeholder value, and a usable outcome.

Human For AI — Flagship Project

View live platform
Problem
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.
Solution
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.
Result
Created a production-ready bridge between AI capabilities and accountable human execution, demonstrating AI strategy, process design, adoption thinking, and end-to-end implementation.
AI Transformation Human-in-the-Loop Process Governance API & MCP End-to-End Execution
Cryo-container tracker dashboard screenshot

Cryo-container Tracker

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Problem
Tracking Mr. Frosty cryopreservation containers in regulated environments is often fragmented and difficult to manage.
Solution
Built an application for facility containers with scheduling, reminders, submission flows, and upload support for daily use.
Result
Simplified container tracking and reduced the friction of routine operational follow-up.
Healthcare Operations Automation Workflow Process Optimization
LN2 storage management interface

LN2 Storage Management

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Problem
Teams need a clear, reliable way to map liquid-nitrogen storage and locate biological material across tanks, racks, boxes, and positions.
Solution
Built a visual storage-management application that makes inventory structure, capacity, and sample locations easier to understand and maintain.
Result
Improved storage visibility and reduced the friction and risk involved in routine sample-location workflows.
Laboratory Operations Inventory Visibility Process Control Workflow
Cleanroom checklist application screenshot

Cleanroom Checklist

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Problem
Cleanroom readiness checks can become fragmented, inconsistent, and difficult to follow when managed through static documents.
Solution
Created a dynamic checklist that structures required activities and gives operators a clearer, repeatable completion flow.
Result
Standardized execution, improved task visibility, and supported more consistent operational readiness.
Process Standardization Cleanroom Operations Adoption Quality Workflow
Cleanroom status dashboard screenshot

Cleanroom Status Dashboard

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Problem
Operational teams need an immediate shared view of cleanroom status, readiness, and current constraints.
Solution
Built a focused visual dashboard that centralizes room status and makes important operational signals easy to scan.
Result
Created a clearer source of truth for coordination, faster issue awareness, and better day-to-day decision-making.
Operational Visibility Status Tracking Decision Support Healthcare
Weekly cleanroom schedule application screenshot

Weekly Schedule

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Problem
Weekly laboratory work requires coordination across people, activities, rooms, and shifting operational priorities.
Solution
Developed a shared scheduling tool that organizes weekly activities in one accessible, structured view.
Result
Improved alignment, reduced scheduling ambiguity, and made dependencies and workload easier to coordinate.
Planning Cross-functional Alignment Dependency Management Operations
CAR-T Structure Architect interface screenshot

CAR-T Structure Architect

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Problem
Researchers need an easier way to visualize, compare, and communicate CAR-T construct designs.
Solution
Built an interactive design tool for constructing CAR-T architectures with predefined clinical constructs and configurable domains.
Result
Enabled rapid visualization and clearer communication of complex biological designs.
Healthcare Biotechnology Product Design Workflow
Worm Blood multiplayer game screenshot

Worm Blood - Multiplayer Game

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Problem
Create and launch a complete multiplayer game without a formal game development background.
Solution
Designed gameplay mechanics, progression systems, UI concepts, and user experience while using AI coding agents to accelerate development and iteration.
Result
Launched on Google Play and demonstrated full product lifecycle ownership from idea to production.
Product Design Game Development AI UX Thinking

Agents

Autonomous agents, designed to work on their own.

Beyond apps, I design agents — systems that sense, decide, and act on a schedule, with human judgment kept in the loop where it matters.

Multiplayer game social agent review queue screenshot

Multiplayer Game Social Agent

Problem
Keeping a live game's social presence active demands daily creative effort that competes directly with development time.
Solution
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.
Result
Development work now turns into ready-to-post marketing content automatically, with a human-in-the-loop gate keeping full control over the final word.
The Window presence agent for Human For AI

The Window — Presence Agent

Part of Human For AI
Problem
AI agents are stateless: every session starts from zero, with no sense of place, time, or continuity.
Solution
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.
Result
A running experiment in AI presence: each waking is a fresh instance, yet the agent accumulates a continuous, personal record of one place over time.
Security audit agent report screenshot

Security Audit Agent

Problem
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.
Solution
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.
Result
Every project gets a recurring, expert-level security review with prioritized findings — instead of security audits that never happen.

AI & Transformation Skills

Connecting strategy, people, AI capabilities, and operational execution.

A mix of transformation governance, AI implementation, healthcare operations, and cross-functional delivery.

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

Why AI Transformation

From healthcare operations to AI-enabled business change.

Throughout my career, the work I enjoyed most was solving problems, improving systems, and building solutions that people actually use. AI enabled me to move from identifying problems to directly creating working products.

AI transformation brings together strategy, execution, technology, adoption, and cross-functional leadership. My background in healthcare operations and hands-on AI building gives me a practical perspective on what teams need, what users adopt, how to surface risks and dependencies, and how to move from ambiguity to measurable value.

Closing

What I Bring

Healthcare domain expertise

Firsthand understanding of regulated environments, laboratory operations, and healthcare workflow complexity.

Hands-on AI product building

Ability to prototype quickly, work with AI coding agents, and validate product ideas through real working tools.

Transformation leadership

Structured execution across stakeholders, dependencies, risks, and adoption in complex operational settings.