Alyshia Ledlie
My Vita..as written by a 
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GitHub: aledlie • LinkedIn: Profile • Twitter/X: @AlyshiaLedlie
Technology leader with 11+ years in ML/AI infrastructure, trust & safety systems, and startup leadership. Building scalable, risk-mitigating automation for diverse industries.
Alyshia Ledlie is a technology professional and entrepreneur based in Austin, Texas. Her online footprint and public records reveal a rich background in machine learning (ML) and trust & safety engineering, as well as recent ventures into startups. Below is a structured overview of publicly available information about Alyshia Ledlie, including her professional career, open-source contributions, online presence, academic background, and other relevant details. —
🛠 Professional Experience
Founder & CTO – InventoryAI & Integrity Studio (2024–Present)
Founder & CTO of InventoryAI and Integrity Studio (2024–Present):
- In February 2024, Alyshia Ledlie launched two startup ventures – InventoryAI and Integrity Studio – where she leads as Founder and Chief Technology Officer. These ventures focus on automation-driven solutions for retail, security, compliance, and non-profit sectors.
- Under her leadership, both startups have secured multiple B2B clients, seed funding, and partnerships with HEB, Austin governments, and accelerator interest.
- Integrity Studio’s partnerships with Austin area non-profits has reduced their partner acquistion costs and contributed to the local community.
Entrepreneur-in-Residence / Consultant – Concierge.io (2023–Present)
Since February 2023, Ledlie has served in an Entrepreneur-in-Residence/independent consultant role for Concierge.io, a luxury travel and services platform. In this capacity, she worked on multiple projects spanning real estate, HR risk identification, and travel data insights/marketing, automating day-to-day operations for multiple clients within a year.
Meta (Facebook) (2015–2023)
• Trust & Safety Engineering Leadership (2015–2023): Alyshia spent 8 years at Facebook/Meta in technical roles focused on Trust & Safety (i.e. maintaining platform integrity and combating abuse): • Technical Principal, AI Development Engineering (Meta, 2021–2023): As a senior engineering lead at Meta’s Integrity org in Austin, she built a static-analysis and code-generation platform for managing ML-driven integrity automation (content moderation rules, features, models). This unified UI allowed developers and operations teams to deploy and monitor model performance and costs. She also co-led development of an “Integrity Orchestration Platform” that unified fragmented trust & safety systems, cutting enforcement launch times by over 60%. In addition, she mentored engineers and defined performance metrics aligned with business needs. • Technical Principal, Trust & Safety Engineering (Facebook, 2017–2021): Led the architecture and development of scalable Trust & Safety infrastructure at Facebook. Notably, she oversaw the zero-error-tolerance political advertisement risk management system for the 2020 U.S. election. Her initiatives improved automation in content enforcement workflows by 44% and reduced compliance-related workloads by 90%. She also delivered 30+ internal lectures and executive briefings to drive adoption of improved tools across the company.
• Technical Operations Engineer, Trust & Safety (Facebook, 2015–2017): In her earlier role, Ledlie focusedon automating abuse-prevention workflows. She collaborated with engineering, data science, and product teams to raise automation rates above 98% for low- and medium-risk workflows 10. She acted as a “gatekeeper of system integrity,” troubleshooting stability issues and implementing solutions to emerging abuse vectors 10. She also built large-scale monitoring and alert systems to detect fraud trends, identifying “hundreds of new avenues for abuse” on the platform.
Other Roles
- Business Technology Consultant – The Advisory Board Company (2014–2015)
• Prior to Facebook, Alyshia worked as a consultant at The Advisory Board Company (a healthcare research and consulting firm). She implemented monitoring tools (Splunk, Nagios, RabbitMQ, New Relic) to automatically alert on website performance issues 12. She helped enforce data protection protocols and coordinated across development, support, and executive teams to ensure successful client software implementations. This role honed her skills in client-facing technical leadership. • Technical Consultant (Engineering & Analytics) – Access Sciences (2014): In mid-2014, Ledlie had a short tenure at Access Sciences in Houston, TX. There she developed an internal communication platform (inspired by Facebook’s interface) for the company’s dispersed consulting teams. Her solution was quickly adopted by 100% of the team within 2 months, improving knowledge-sharing among consultants.
*Ledlie’s professional history as a purpose-driven leader displays a unique passion for observability, transparency, and creating responsible automation while optimizing scalablity and performance. This blend of technical and regulatory expertise now informs her work as a startup founder, where she aims to build “scalable, risk-mitigating automation” for clients .
💻 Open-Source & Projects
- GitHub Profile — 22 repositories, 18 stars
- Focus Areas: Data analysis, ML/AI, healthcare analytics
- Selected Projects:
- lerner-lab-dataset — Behavioral economics data scraping/merging.
- OCRInsight — OCR + LLM integration.
- Medicare & MedicareViz — Medicare data analysis & visualization tools.
🌐 Online Presence
| Platform | Link |
|---|---|
| linkedin.com/in/alyshia-ledlie-2aa52466 | |
| Bold.pro CV | bold.pro/my/alyshia-ledlie |
| GitHub | github.com/aledlie |
| Twitter/X | @AlyshiaLedlie |
📱 Social Media
- 🐦 Twitter/X: Light posting, humor on tech & finance trends.
- 📷 Instagram/Threads: @alyshialedlie (personal/private).
- 📘 Facebook: Former Meta role listed; private profile.
🎓 Education
- B.A. Computer Science & History – University of Texas at Austin (2005–2009)
- Honors Thesis: “A Town Disordered: Community, Conflict and Out-of-Wedlock Births in Seventeenth-Century England”.
- PhD, ABD - Legal & Regulatory History – Cornell University (2011–2013)
- Research acknowledgment in A Plague of Informers (Yale University Press).
📚 Additional Highlights
- Philanthropy: Advocated charitable giving for wedding guests (Against Malaria Foundation, others).
- Personal Motto: “It is enough to be benign, to be gentle, to be funny, to be kind.”
- Community: Active in Austin events, local pickleball, and AI ethics discussions.
Conclusion
Alyshia Ledlie is a multifaceted professional – an engineer-turned-entrepreneur with deep expertise in trust & safety and AI infrastructure, balanced by a strong academic foundation in history and law. She has contributed significantly to content integrity systems at one of the world’s largest tech companies and is now channeling that experience into her own ventures. While not a public figure in the media, she maintains a credible online presence through professional networks and continues to be involved in the tech and local community in Austin. All information above is drawn from public and verified sources, as cited, and reflects the most up-to-date details available about her as of mid-2025.
