Mario Peterson

🚀 Exciting Case Study: Democratizing AI Implementation at Musinsa I'm thrilled to share how our AWS team Minki Chae at Musinsa, Korea's largest fashion platform with 15M+ members, successfully implemented an AI-based product recommendation and search system. 🔍 The Challenge: We needed to enhance our ability to recommend similar products based on influencer-worn items in our SNAP service. Traditional keyword-based systems weren't cutting it anymore. 💡 The Solution: We built an end-to-end AI system using: - YOLOS-Fashionpedia for object detection - FashionCLIP 2.0 for image/text embedding - AWS services (SageMaker, OpenSearch, Lambda, Bedrock) 📊 The Results: - 72% precision for top-1 results - 81% precision for top-5 results - 0.76 Mean Reciprocal Rank 🌟 What makes this truly special? The entire project was executed by two backend developers with NO prior AI experience. This breakthrough proves that AI implementation doesn't have to be gatekept by specialized AI teams. 🎯 The Impact: This success has transformed how we approach AI projects at Musinsa. Teams can now independently pursue AI initiatives without waiting for central AI team bandwidth. We've effectively democratized AI development within our organization! 💪 Key Takeaway: Don't let lack of AI expertise hold you back. With the right tools and determination, development teams can successfully implement AI solutions independently. What are your thoughts on democratizing AI implementation within organizations? #AI #SoftwareDevelopment #Innovation #TechTransformation #AWS #Fashion #Engineering https://lnkd.in/gzec7bvX

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You may have seen the news about Brinc's acquisition of our company, Next Stage Venture Studio. This article breaks down why it matters for Korean startups—from global capital access to hands-on expansion programs.

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Oracle, Silver Lake and Andreessen Horowitz will control TikTok’s US operations under a new 80/20 framework with ByteDance. The impossible just happened: • 80% US-owned (Oracle + Silver Lake + A16z + legacy investors) • 20% Chinese-owned (ByteDance keeps a slice) • American board with US government oversight • New US-only app with separate algorithm from global TikTok The Bottom Line: This isn’t just a sale, it’s a complete rebuild. US users will download a new app that looks identical to current TikTok but runs entirely on American infrastructure with US-controlled algorithms. ByteDance licenses their technology but loses operational control. The result: TikTok survives, creators keep audiences, Washington gets data control.

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All you #defensetech companies selling to Taiwan, take heed! Eric Du is working on a 5 part series on how the budgeting (authorization and appropriations) process works in this democratic nation-state which does NOT have a command economy. This in advance of a delegation to Taiwan in 2026. Many of you can access the market commercially instead of through foreign military sales. And, you may find solid supply chain partners in this age where we in the US are looking to build back a modicum of manufacturing know-how. #taiwan #venturecapital #NationalSecurity #USTaiwan #IndoPacificSecurity #Defenseinnovation

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With Oracle and Google Cloud now offering Oracle Database@Google Cloud to customers in Japan, organizations in the region can now simplify cloud migration, innovate faster, and meet data residency regulations. Learn more: https://lnkd.in/gwAZpFGi

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Oracle plans to invest U.S. $2 billion over the next five years to meet the rapidly growing demand for its AI and cloud services in Germany. https://lnkd.in/gDuVCUpq

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Exciting news! SoftBank is collaborating with Oracle to launch Cloud PF Type A, a suite of proprietary #cloud and #AI services powered by Oracle Alloy, providing secure, compliant, and scalable AI and cloud solutions to organizations across Japan. By leveraging Oracle Alloy, SoftBank will offer over 200 #OCI services, ensuring data sovereignty and meeting evolving governance requirements, while driving innovation and supporting the nation's digital transformation. https://lnkd.in/gST-WURq

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🚀 Supporting organizations in Japan that are looking to strengthen their IT teams. As many companies accelerate initiatives around digital transformation, cloud adoption, AI, and cybersecurity, the need for skilled IT professionals continues to grow across industries. Many organizations are currently seeking support in areas such as: 🔹 Software Engineers (Java, Python, .NET, Full-Stack) 🔹 Cloud Engineers / Cloud Architects (AWS, Azure, GCP) 🔹 DevOps & Site Reliability Engineers (SRE) 🔹 Data Engineers, Data Scientists & AI / ML Engineers 🔹 Cybersecurity Specialists 🔹 SAP / ERP Consultants 🔹 Business Analysts & Product Owners 🔹 Scrum Masters & Agile Coaches 🔹 IT Project & Program Managers 🔹 Infrastructure & Network Engineers 🔹 QA & Test Automation Engineers I’m always keen to connect with organizations in Japan that are looking for support in identifying and securing the right IT talent for their teams or ongoing projects. Companies often explore different hiring models depending on their needs, including Permanent hiring, Haken (dispatch), and Gyomu Itaku (contract / freelance) engagements. If your team is planning to scale, starting new initiatives, or facing challenges in finding the right IT professionals, I would be happy to connect and see how I may be able to support. 📩 naveen.nautiyal@skillhouse.co.jp #ITHiring #TechTalent #DigitalTransformation #Cloud #AI #CyberSecurity #JapanTech #TechCareers

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