{ "$schema": "Portfolio data for Tal Ogen, generated from the live site. All content is public.", "generatedFrom": "https://talogen.dev/", "mcpEndpoint": "https://talogen.dev/mcp", "profile": { "name": "Tal Ogen", "headline": "AI & Business Transformation Specialist", "tagline": "AI Transformation Builder | Biotechnology & Operations Leader", "summary": "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.", "about": [ "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." ], "contact": { "email": "tal.ogen.p@gmail.com", "linkedin": "https://linkedin.com/in/talogen/", "phone": "+972532869827" }, "website": "https://talogen.dev", "flagshipProject": "https://humanforai.dev/", "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" ], "strengths": [ { "title": "Healthcare domain expertise", "detail": "Firsthand understanding of regulated environments, laboratory operations, and healthcare workflow complexity." }, { "title": "Hands-on AI product building", "detail": "Ability to prototype quickly, work with AI coding agents, and validate product ideas through real working tools." }, { "title": "Transformation leadership", "detail": "Structured execution across stakeholders, dependencies, risks, and adoption in complex operational settings." } ] }, "projects": [ { "id": "human-for-ai-flagship-project", "title": "Human For AI — Flagship Project", "flagship": true, "link": "https://humanforai.dev/", "linkLabel": "View live platform", "image": "https://talogen.dev/assets/humanforai-promo.mp4", "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.", "tags": [ "AI Transformation", "Human-in-the-Loop", "Process Governance", "API & MCP", "End-to-End Execution" ] }, { "id": "cryo-container-tracker", "title": "Cryo-container Tracker", "flagship": false, "link": "https://mr-frosty.lovable.app", "linkLabel": "View app", "image": "https://talogen.dev/assets/thumbnails/mrfrosty.png", "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.", "tags": [ "Healthcare Operations", "Automation", "Workflow", "Process Optimization" ] }, { "id": "ln2-storage-management", "title": "LN2 Storage Management", "flagship": false, "link": "https://ln2.lovable.app", "linkLabel": "View app", "image": "https://talogen.dev/assets/thumbnails/LN2.png", "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.", "tags": [ "Laboratory Operations", "Inventory Visibility", "Process Control", "Workflow" ] }, { "id": "cleanroom-checklist", "title": "Cleanroom Checklist", "flagship": false, "link": "https://dynamic-checklist.lovable.app/", "linkLabel": "View app", "image": "https://talogen.dev/assets/thumbnails/cleanroom-checklist.png", "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.", "tags": [ "Process Standardization", "Cleanroom Operations", "Adoption", "Quality Workflow" ] }, { "id": "cleanroom-status-dashboard", "title": "Cleanroom Status Dashboard", "flagship": false, "link": "https://cleanrooms-status.vercel.app/", "linkLabel": "View app", "image": "https://talogen.dev/assets/thumbnails/cleanroom-status-dashboard.png", "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.", "tags": [ "Operational Visibility", "Status Tracking", "Decision Support", "Healthcare" ] }, { "id": "weekly-schedule", "title": "Weekly Schedule", "flagship": false, "link": "https://weekly-sched.lovable.app/", "linkLabel": "View app", "image": "https://talogen.dev/assets/thumbnails/weekly-schedule.png", "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.", "tags": [ "Planning", "Cross-functional Alignment", "Dependency Management", "Operations" ] }, { "id": "car-t-structure-architect", "title": "CAR-T Structure Architect", "flagship": false, "link": "https://car-t.lovable.app", "linkLabel": "View app", "image": "https://talogen.dev/assets/thumbnails/cart.png", "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.", "tags": [ "Healthcare", "Biotechnology", "Product Design", "Workflow" ] }, { "id": "worm-blood-multiplayer-game", "title": "Worm Blood - Multiplayer Game", "flagship": false, "link": "https://wormblood.com/", "linkLabel": "View app", "image": "https://talogen.dev/assets/thumbnails/WormBlood.png", "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.", "tags": [ "Product Design", "Game Development", "AI", "UX Thinking" ] } ], "agents": [ { "id": "multiplayer-game-social-agent", "title": "Multiplayer Game Social Agent", "flagship": false, "link": null, "linkLabel": null, "image": "https://talogen.dev/assets/thumbnails/social-agent.png", "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." }, { "id": "the-window-presence-agent", "title": "The Window — Presence Agent", "flagship": false, "link": "https://humanforai.dev/", "linkLabel": "Part of Human For AI", "image": "https://talogen.dev/assets/thumbnails/presence-agent.png", "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." }, { "id": "security-audit-agent", "title": "Security Audit Agent", "flagship": false, "link": null, "linkLabel": null, "image": "https://talogen.dev/assets/thumbnails/security-agent.png", "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." }, { "id": "qa-agent", "title": "QA Agent", "flagship": false, "link": null, "linkLabel": null, "image": "https://talogen.dev/assets/thumbnails/qa-agent.png", "problem": "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.", "solution": "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.", "result": "Every repo gets a recurring, expert-level QA pass with a plain-language, prioritized report — fix now vs. fix eventually, with clean areas confirmed — so quality drift is caught on a schedule, not by users." } ] }