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New York, New York, United States
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Saturn Cloud enables enterprises,…
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Articles by Sebastian
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8 Easy Ways to Run Your Jupyter Notebook in the Cloud (2023 Update)
8 Easy Ways to Run Your Jupyter Notebook in the Cloud (2023 Update)
Jupyter Notebooks are a widely popular tool among data scientists and researchers, allowing them to combine code…
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What are Large Language Models and How Do They Work?Apr 18, 2023
What are Large Language Models and How Do They Work?
What are Large Language Models? Large language models are a type of artificial intelligence (AI) model designed to…
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Top 11 ML Infrastructure ToolsOct 25, 2022
Top 11 ML Infrastructure Tools
Every data science & machine learning team needs infrastructure to work effectively. Choosing technical infrastructure…
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2 Comments -
Saturn Cloud Enables Easy and Powerful NVIDIA GPU Computing For EveryoneOct 13, 2020
Saturn Cloud Enables Easy and Powerful NVIDIA GPU Computing For Everyone
NEW YORK, Oct. 13, 2020 /PRNewswire/ -- Today, Saturn Cloud, the GPU data science company, announces the launch of…
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Setting Up Your Data Science & Machine Learning Capability in PythonJul 21, 2020
Setting Up Your Data Science & Machine Learning Capability in Python
Why Python? Python is the clear winning programming language in data science & machine learning (DSML). With its rich…
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Should I use Dask?Jul 9, 2020
Should I use Dask?
What is Dask? From dask.org, “Dask is a flexible library for parallel computing in Python”.
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Activity
31K followers
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Sebastian Metti shared thisExcited to meet with neoclouds and enterprises looking to go from raw GPUs to serving inference workloads easily! #raise #ai #agenticai
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Sebastian Metti shared thisIf you’re a GPU cloud building managed services on top of your raw compute offering, it’s worth considering an LLM inference stack. Sharing some of our thoughts on how it should work to help you on your journey. https://lnkd.in/ecDK5S82 #gpu #neocloud #inference
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Sebastian Metti reposted thisSebastian Metti reposted thisSaturn Cloud now integrates with Spectro Cloud to bring production-ready AI to Palette-managed Kubernetes. Platform teams that have spent years building governance and operational control into their Kubernetes infrastructure can now extend that trusted model into AI, rather than standing up a separate stack. If your team already runs Kubernetes on Palette, you can add Saturn Cloud as a managed AI layer on your existing clusters with no parallel stack required. Engineers get self-service access to Jupyter, VS Code, RStudio, distributed training, and one-click model deployments, all governed by the Palette profiles and policies your team already trusts. On Palette VerteX, Saturn Cloud inherits FIPS 140-3 validation for air-gapped and regulated environments. Read the full announcement here: https://lnkd.in/gagcnfz5 #Kubernetes #AI #GPU #MLOps
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Sebastian Metti reposted thisSebastian Metti reposted thisWe're at #VivaTech this week! Learn how Saturn Cloud turns GPU infrastructure into a token factory. We're the portal layer that lets GPU cloud operators, neoclouds, AI Factory operators, and telcos run their capacity for managed fine-tuning, model serving, and per-token inference, sold as services rather than GPU hours. Building AI infrastructure and working out how to monetize it past the GPU hour? Let's connect.
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Sebastian Metti reposted thisSebastian Metti reposted thisWe put together a categorized map of the open source AI frameworks shaping the AI engineering stack today, covering agent orchestration, retrieval, model serving, training, fine-tuning, and post-training RL. The focus is on architecture and trade-offs rather than feature lists, so it stays useful longer than a quarter. A few things we cover are why LangGraph became the default agent substrate, where MCP and A2A actually stand on adoption, how the serving layer is split between prefill and decode, and what changed in fine-tuning tooling over the past year. Full breakdown linked in the comments below. #AIEngineering #OpenSource #LLMs #AIFrameworks #MLOps #FineTuning
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Sebastian Metti reposted thisSebastian Metti reposted thisWe're at the AI Summit in London this week, and are excited to announce our token factory platform for GPU cloud operators. This gives operators everything they need to deliver a managed AI experience to tenants, including fine-tuning, OpenAI-compatible model serving, per-token billing, and enterprise governance, all on the infrastructure they already run. If you're a neocloud operator, AI Factory builder, or enterprise team, we'd love to connect. See you at the AI Summit! #AISummit #AISummitLondon #TechWeekLondon #GPUCloud #AIFactory #Neocloud #SaturnCloud #TokenFactory
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Sebastian Metti shared thisToday at AI Summit London, we're unveiling Saturn Cloud Token Factory. 🚀 GPU cloud operators have poured billions into infrastructure while their customers need fine-tuned models and endpoints at the end of the day. Our Token Factory fills that gap with a service your customers can actually use: managed fine-tuning, inference endpoints w/ top LLMs, and per-token billing, all under your own brand, on day one. Upload a dataset. Fine-tune an open model. Deploy it. It's metered and billed. No platform team required. If you're at Tobacco Dock today, come find us and we'd love to show you what your GPUs can really do. #AISummitLondon #LondonTechWeek #AIInfrastructure #GPUCloud As always, thanks to partners at NVIDIA & Mirantis for helping us make this happen!
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Sebastian Metti shared thisSee you at The AI Summit London! https://lnkd.in/e9i3K3eT #TheAISummit
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Sebastian Metti reposted thisExcited about our partnership with Saturn Cloud to offer a complete, end-to-end Token Factory Infrastructure stack for Neoclouds. Thanks to Elad Blatt, Sebastian Metti and the Saturn Cloud team!Sebastian Metti reposted thisSaturn Cloud and OpenNebula Systems have partnered to enable AI Token Factory infrastructure for neoclouds. Organizations running OpenNebula-managed AI Factories can now offer engineers managed fine-tuning, model serving, and per-token inference without having to build it in-house. OpenNebula handles sovereign, vendor-neutral GPU infrastructure, and Saturn Cloud adds the platform layer on top. Together, that means: • Supervised fine-tuning (full-weight and LoRA) and OpenAI-compatible inference endpoints, delivered under the operator's brand • Per-token billing and usage metering out of the box • Full sovereignty preserved: your data center, your governance, no data leaving your perimeter • Enterprise security with SSO, RBAC, and SOC 2 built in • Support for NVIDIA GPU passthrough, NVLink, MIG partitioning, and BlueField DPU offload Read the full announcement here: https://lnkd.in/ejbkdsHR #AIInfrastructure #GPUCloud #NeoCloud #OpenNebula #SaturnCloud #TokenFactory
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Sebastian Metti liked thisSebastian Metti liked thisWe have 1920 NVIDIA B300s available. Now. Capacity like this doesn't sit idle for long. If you need it, DM me and let's talk before it's spoken for. #AI #GPUs #Blackwell #MachineLearning
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Sebastian Metti liked thisExcited to meet with neoclouds and enterprises looking to go from raw GPUs to serving inference workloads easily! #raise #ai #agenticai
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Sebastian Metti liked thisSebastian Metti liked thisBay Compute will be at #RAISESummit in Paris next week. We help data center operators unlock and sell more capacity from their existing infrastructure. Software-only, no hardware changes, no tenant disruption. If you're a colo or neocloud operator, let's connect.
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Sebastian Metti liked thisSebastian Metti liked thisNext week, the world's AI builders converge on the Carrousel du Louvre in Paris. I will be at RAISE Summit, alongside researchers, entrepreneurs and decision makers shaping this industry. At OUTSCALE and Dassault Systèmes, one conviction guides our work. Industrial AI grows from science and serves human knowledge. It reshapes matter, usage and production. I look forward to meeting the people building the AI ecosystem that will define tomorrow's generative economy.
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Sebastian Metti liked thisSebastian Metti liked this$34M financed for NexGen Cloud’s NVIDIA B200 GPU deployment in Sweden. NexGen Cloud is a fast-expanding full-stack AI cloud provider specialising in large-scale private deployments and on-demand GPU compute through its Hyperstack platform. The GPUs are now installed in the datacenter and verified online. This was the first loan executed through USD.AI’s Wilmington Trust escrow structure. For borrowers, the structure helps bridge the funding gap between loan signing and hardware delivery. Funds can be committed into escrow early, giving OEMs credible proof of funds, while capital is only released once the hardware is installed and verified. #AICloud #AIInfrastructure #GPUFinancing #SovereignAICloud
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Sebastian Metti liked thisHeading to Paris next week for RAISE. We should grab coffee or a drink — feels right to discuss machines that think while sitting in the country that produced the guy who said “I think, therefore I am.” Descartes walked so our models could hallucinate. I’ll be the jetlagged one ordering an espresso with misplaced confidence. Let me know if you’re around.
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Sebastian Metti liked thisSebastian Metti liked thisOur obsession with the whole team is simple: deliver the highest ROI to our partners. The differentiator is who we put in the room. We convene the CIOs and CTOs of the world's largest enterprises and connect them directly with the AI companies defining the frontier. In a market iterating at this pace, the decisive question is how enterprises adopt AI. Being the platform where that conversation happens is how we unlock the value. Thanks to our partners & sponsors Cursor QuantumBlack, AI by McKinsey ICONIQ Accel Third Bridge Group Eurazeo Vintage Investment Partners Mastercard
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Alex Duff
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Love this Andrei Georgescu, Ph.D. “Success, to me, looks like Vivodyne becoming the modern infrastructure for drug programs that seek to eradicate the extremely burdensome diseases of today, like fibrosis, cancers, inflammatory disease, autoimmunity... I see Vivodyne as the fundamental infrastructure needed to drive successful new therapies for such complex diseases that human trial-and-error cannot solve quickly enough.”
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Renata Merino
Blazin Babes Capital • 5K followers
According to our Blazin Babes Capital women’s health FemTech Investment Thesis, a deep dive of research we conducted and reports we purchased that Stanford University uses, “Diagnostic Kits” in women’s health, including fertility, are one of the HIGHEST ROI investment opportunities in early stage venture capital investing. As a former fertility patient who led a global cross functional team of product innovation in corporate (primarily a male team who did not know I was going through fertility treatments) and where I needed to be in meetings in the office at 9AM as well as drive over an hour to work everyday, each week I was required to be at Fertility Center Of Illinois to get my follicles analyzed with an ultrasound and my blood drawn to analyze my estrogen and progesterone levels. Diagnostic Kits will save time and also positively impact the lives of so many women.
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Andy Reid
M3A HealthTech Venture Fund • 8K followers
Why Now Is the Best Time Ever to Invest in Healthcare AI Startups By Andy Reid, Managing Partner, M3A Healthcare Ventures We are entering a once-in-a-generation window for investing in Healthcare AI—one where timing, technology, and major shifts in care are aligning to create outsized opportunities for early-stage venture capital. At M3A Healthcare Ventures, we believe this is the moment to invest boldly. 1. Healthcare Is Ripe for Disruption—And It Has To Be U.S. healthcare costs are projected to hit $7.2 trillion by 2031, yet outcomes lag behind every other developed nation. Workforce shortages, and fractured data systems create inefficiencies that AI is uniquely positioned to solve. • 25% of U.S. healthcare spending is administrative waste. • 90% of hospitals face staffing shortages in key roles. • Doctors spend 2 hours on documentation for every 1 hour with patients. AI isn’t a “nice to have” anymore. It’s becoming a critical tool for cost control, productivity, and quality improvement. 2. We’ve Entered the Platform Shift Era Apple Intelligence, OpenAI, and other foundation models have catalyzed a new generation of startups. In healthcare, this means real-time ambient documentation, predictive care, smart inventory management, and even AI-generated clinical trial design—all happening today. This is akin to investing in SaaS in 2006 or mobile apps in 2011. Except this time, the TAM is $4 trillion larger. 3. Buyers Are Ready—and They’re Buying Just five years ago, hospitals were wary of AI. Today, they’re budgeting for it. Health systems, ASCs, pharma, and insurers are deploying capital to integrate AI that: • Shortens revenue cycles • Boosts clinician efficiency • Reduces preventable readmissions • Enhances training and education with immersive tools In short: the demand isn’t theoretical—it’s contractually real. 4. Healthcare AI Has Multiple High-Value Exit Paths M&A activity is accelerating, and healthcare AI companies are being acquired by: • Strategics like Stryker (e.g., $130M for care.ai) • PE-backed rollups seeking operational efficiency • Big Tech, which is aggressively moving into healthcare These aren’t just tech exits. They’re life sciences, SaaS, and data infrastructure exits rolled into one—often with 3–5x higher revenue multiples. 5. We Have the Talent, Data, and Infrastructure The convergence of: • Open health data regulations (ONC Cures Act) • AI-native medical founders trained in both tech and care delivery • Decreasing costs and better modeling We finally have a clear runway to build and scale. The Next MedTech Unicorns Will Be AI-First The next wave will be built on data, AI, and automation. Investors who move now will back the next Teladoc, Intuitive, or Epic—except leaner, faster, and born in the AI-native era. #HealthcareAI #HealthTech #VentureCapital #DigitalHealth #AIinHealthcare #MedTech #ArtificialIntelligence #StartupInvestment #HealthTechStartups #VCFunding #AIStartup
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Nisa Leung
Aulis Capital • 16K followers
Oncology data momentum: Freenome’s $330M SPAC + GE–Mayo’s GEMINI-RT collaboration Two oncology “infrastructure” moves this week point to where value is accruing: data platforms at scale. First, Freenome agreed to go public via a SPAC with ~$330M in committed/available capital to build out commercialization and data infrastructure for blood-based cancer screening (CRC first, multi-cancer later). Second, GE HealthCare + Mayo Clinic launched GEMINI-RT, a multi-year program to personalize radiation therapy by integrating imaging, AI and patient monitoring across the care continuum. For investors and operators, the signal is clear: durable advantage is shifting from single “tests” or devices to learning systems—data pipelines, inference at the edge, and workflow-embedded services. Near-term watch-items: SPAC redemptions and timeline to FDA/coverage for Freenome’s CRC assay; for GEMINI-RT, concrete pilots, reproducible endpoints (planning time, replans avoided, toxicities), and routes from research to deployable products. Caveat: these are financing/strategic-collaboration milestones—not clinical readouts—so execution and evidence generation will make or break impact. #MedTech #DigitalOncology #Diagnostics #AIinHealthcare https://lnkd.in/gCtQA_Er
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Isaac TW
STELLARINT • 1K followers
📣 ENYO Pharma Completes Phase 2 Study on Vonafexor for Alport Syndrome 💊 Vonafexor 🏢 ENYO Pharma 🫀 Alport Syndrome ENYO Pharma has announced the completion and topline data from its Phase 2 Alpestria-1 clinical study, which focused on Alport Syndrome. The study demonstrated that Vonafexor is effective in reversing kidney function decline and provides sustained therapeutic benefits. Read full article: https://lnkd.in/g_kGWKNT #CVRM #Vonafexor #ENYOPharma
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