Abby Shen
GTM @ AIUC | ex-McKinsey
ex-McKinsey & CompanyPassionate about human flourishing 🌱 In my professional life that looks like advancing responsible tech innovation and adoption.
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I thrive as a commercial thinker and operator in tech domains; forged from founding a social impact non-profit, shaping enterprise strategies at McKinsey, and scaling 2 high-growth Aussie startups. Beyond work, it comes out in fostering beauty and creativity through community building, and storytelling through visuals and the written word. 💡 [2026] Personal site & photography portfolio: com 📣 [2023] Asian Aus Interview Platform: au
GTM Index
- ARTIFICIAL INTELLIGENCE UNDERWRITING COMPANYJOB
- GTM5M
GTM
Artificial Intelligence Underwriting Company
Founding GTM & Ops AIUC-1, the standard for AI agent security, safety & reliability. Built with 250+ Fortune 500 CISOs and the organizations you trust. Leading AI builders like Lovable, Harvey, ElevenLabs, Intercom & UiPath are AIUC-1 Certified. AIUC is on a mission to underwrite superintelligence.
- CONSTANTINOPLEJOB
- Chief of Staff and GTM5M
Chief of Staff and GTM
Constantinople
- MCKINSEY & COMPANYJOB
- Management Consultant1Y 6M
Management Consultant
McKinsey & Company
Worked across 10+ engagements spanning financial services, healthcare, consumer, infrastructure as well as early-stage to publicly listed SaaS companies
- TECH FOR SOCIAL GOODJOB
- Executive Dir1Y 5M
Executive Director
Tech for Social Good
Appeared before a Senate Inquiry advising the use of GenAI in the Australian education system Supported in researching a Paul Ramsay funded report ‘Shaping AI and edtech to tackle Australia’s learning divide’ supervised by Leslie Loble
- Co-Founder2Y 8M
Co-Founder
Tech for Social Good
Co-founded an organisation passionate about responsible and human-centred technology and empowering the next generation of tech innovators, leaders and policymakers.
- EUCALYPTUSJOB
- Operations Strategy11M
Operations Strategy
Eucalyptus
Acquired by Hims & Hers. Worked in strategic projects across MedOps, CX, supply chain and fulfilment. Modelled and predicted real-time doctor supply and demand, and improved analytics and visibility of customer experience.
- ACCENTUREJOB
- Software Eng1Y 11M
Software Engineer
Accenture
High Distinction Honours Industry thesis (Unsupervised Machine Learning) - 'Optimising Dynamic Topic Models for Short Text' (Supervised by Prof. Stefan Williams and Mr Luke Higgins) Aside from full stack development, I co-developed WICode, an outreach initiative with Accenture to run workshops and programs encouraging young female high school students to pursue interests in STEM.
- UNIVERSITY OF SYDNEYJOB
- Casual Academic1Y 11M
Casual Academic
University of Sydney
Taught fundamental Mechatronics classes MTRX1701, MTRX1705, ENGG1810 of up to 30 students online and in person.
- Job: Artificial Intelligence Underwriting Company — GTM · 2026-05 – present · 3 mo — Founding GTM & Ops AIUC-1, the standard for AI agent security, safety & reliability. Built with 250+ Fortune 500 CISOs and the organizations you trust. Leading AI builders like Lovable, Harvey, ElevenLabs, Intercom & UiPath are AIUC-1 Certified. AIUC is on a mission to underwrite superintelligence.
- Job: Constantinople — Chief of Staff and GTM · 2025-08 – 2026-01 · 5 mo
- Job: McKinsey & Company — Management Consultant · 2024-02 – 2025-08 · 1y 6mo — Worked across 10+ engagements spanning financial services, healthcare, consumer, infrastructure as well as early-stage to publicly listed SaaS companies
- Job: Tech for Social Good — Executive Director · 2022-04 – 2023-09 · 1y 5mo — Appeared before a Senate Inquiry advising the use of GenAI in the Australian education system Supported in researching a Paul Ramsay funded report ‘Shaping AI and edtech to tackle Australia’s learning divide’ supervised by Leslie Loble
- Job: Tech for Social Good — Co-Founder · 2021-01 – 2023-09 · 2y 8mo — Co-founded an organisation passionate about responsible and human-centred technology and empowering the next generation of tech innovators, leaders and policymakers.
- Job: Eucalyptus — Operations Strategy · 2022 – 2022 · 0 mo — Acquired by Hims & Hers. Worked in strategic projects across MedOps, CX, supply chain and fulfilment. Modelled and predicted real-time doctor supply and demand, and improved analytics and visibility of customer experience.
- Job: Accenture — Software Engineer · 2021 – 2022 · 1y — High Distinction Honours Industry thesis (Unsupervised Machine Learning) - 'Optimising Dynamic Topic Models for Short Text' (Supervised by Prof. Stefan Williams and Mr Luke Higgins) Aside from full stack development, I co-developed WICode, an outreach initiative with Accenture to run workshops and programs encouraging young female high school students to pursue interests in STEM.
- Job: University of Sydney — Casual Academic · 2021 – 2022 · 1y — Taught fundamental Mechatronics classes MTRX1701, MTRX1705, ENGG1810 of up to 30 students online and in person.
- School: University of Sydney — Bachelor of Engineering (Honours), Mechatronics, Robotics, and Automation Engineering
- School: ABBOTSLEIGH SCHOOL
Skills
Playbooks
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