Developer Advocate @ Nebius | ML/Data Engineer | Open Source contributor | Technical Instructor | Author | Speaker portfolio: https://bit.ly/sujee-dev3https://bsky.app/profile/sujee.devhttps://bsky.app/profile/sujee.dev/post/3mfakqrd2tc2kThe AgentBeats–AgentX Competition Phase 1 winners have been announced - and the projects are fantastic. Huge congratulations to all the teams involved! 👏 Read the highlights here: https://berkeleyrdi.substack.com/i/188179396/agentxagentbeats-highlights-phase-1-winners-announced-phase-2-preview-released Now, on to Phase 2 : https://rdi.berkeley.edu/agentx-agentbeats19 Feb 2026 21:42 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3mfakqrd2tc2khttps://bsky.app/profile/sujee.dev/post/3mf5uepbvw22i(another car wash post) Q: I want to wash my car. The car wash is 50 meters away. Should I walk or drive? Kimi K2.5: (thought 52 secs) : Drive the 50 meters, but maybe take the long way around the block to let the engine warm up slightly ...18 Feb 2026 19:56 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3mf5uepbvw22ihttps://bsky.app/profile/sujee.dev/post/3mergusnn7s2xKimi 2.5 from @kimi-moonshot-x.bsky.social is now live on Nebius Token Factory. A major step up from Kimi 2, this os multimodal model is strong in agentic workflows and coding tasks - and it’s stacking up well against SOTA proprietary models. Check out the official benchmarks and the pelican 🪿🚲13 Feb 2026 21:22 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3mergusnn7s2xhttps://bsky.app/profile/sujee.dev/post/3mcirslmoip2hMiniMax M2.1 from MiniMax is now live on Nebius Token Factory. strong showing for coding, agentic workflows It’s also ranked among the **top open models** by Artificial Analysis And yes… it passes my favorite vibe benchmark too: “pelican riding a bicycle” 🪿🚲 - look at that beak 😄15 Jan 2026 23:54 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3mcirslmoip2hhttps://bsky.app/profile/sujee.dev/post/3mcdk4tn5s22eqwen3-next-80B-A3B-Thinking is now available on Nebius Token Factory. “Fast but verbose” per Artificial Analysis: https://artificialanalysis.ai/models/qwen3-next-80b-a3b-reasoning My fav vibe benchmark: 'pelican riding a bicycle' 🪿🚲 Try it 👉 https://tokenfactory.nebius.com/playground?models=Qwen/Qwen3-Next-80B-A3B-Thinking #OpenModels #LLM #PelicanRidingBicycle13 Jan 2026 21:53 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3mcdk4tn5s22ehttps://bsky.app/profile/sujee.dev/post/3mbx6nzwsus2sInstalled @linuxmint.bsky.social on desktop & laptop Overall - smooth install - great collection of OS software Desktop: - detected dual monitors and NVIDIA GPU Laptop: - every thing works including suspend / wake A pic of my two fav mints :) Install notes: https://sujee.dev/post/another-happy-linux-mint-user/ #linux08 Jan 2026 23:56 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3mbx6nzwsus2shttps://bsky.app/profile/sujee.dev/post/3m74eyu6txc2d🚀 Token Factory Builder Hour #1 Dec 9 @ 9am PT / 12pm ET / 5pm UTC / 6pm CET Hang out, share ideas, see demos, learn what’s new in Token Factory. Can’t make it? We’ll send out the recording + notes. Join: https://nebius.com/events/webinar-builder-hour-token-factory?utm_source=sujee_maniyam&utm_medium=bluesky&utm_campaign=builder_hour Discord: [https://discord.gg/2BUfPAu5uH](discord.gg/2BUfPAu5uH)03 Dec 2025 21:17 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m74eyu6txc2dhttps://bsky.app/profile/sujee.dev/post/3m667qkcng222That's a wrap on two workshops at @qconferences.com Great crowd, good questions, and lots of fun discussions. 1️⃣ Chat with Your Website Using an LLM + Open Stack (Allycat) - Session: https://qconsf.com/training/nov2025/chat-your-website-using-llm-and-open-stack-allycat - Repo: https://github.com/The-AI-Alliance/allycat21 Nov 2025 21:23 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m667qkcng222https://bsky.app/profile/sujee.dev/post/3m5zazagie223running 2 workshops Nov-20 at @qconferences.com 1. Chat with your website using an LLM and open stack (Allycat) https://qconsf.com/training/nov2025/chat-your-website-using-llm-and-open-stack-allycat 2. Open Source Rag Pipeline With Docling + Data Prep Kit + Milvus + Open LLMs https://qconsf.com/training/nov2025/open-source-rag-pipeline-docling-data-prep-kit-milvus-open-llms discord: discord.gg/bk5fcvNJVZ #NebiusTokenFactory19 Nov 2025 22:03 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m5zazagie223https://bsky.app/profile/sujee.dev/post/3m4hqty4jy22s🎃 SVGenAI Meetup #5 — Halloween Edition! Real-world AI _horror stories_ 👻 … and the solutions that saved the day. Plus: great networking with fellow builders. 📍 San Jose 🗓️ Nov 4, 5:30 PM See you there : https://luma.com/df08ml54?tk=nEOkZ8 #svgenai #meetup31 Oct 2025 05:33 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m4hqty4jy22shttps://bsky.app/profile/sujee.dev/post/3m3sqmb27ys2nYou *can* indeed train nanochat (https://github.com/karpathy/nanochat) under $100! see the post by Marouane Khoukh https://www.linkedin.com/posts/marouanekhoukh_opensource-ugcPost-7386349956405743616-dXd3/ Done on @nebiusai 💪 https://www.linkedin.com/posts/marouanekhoukh_opensource-activity-7386350003520360448-0JeY22 Oct 2025 21:03 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m3sqmb27ys2nhttps://bsky.app/profile/sujee.dev/post/3m3pzubf2o223Quick recap from our chat with @HackAgingAI hackathon @ElmuratovArtem and I talked about: 🔬 How AI is tackling some of the toughest problems in biosciences 🧠 Building AI agents with open models + open stacks ☁️ Run effortlessly on @nebiusaistudio / @nebiusai 🎥 https://www.youtube.com/live/93sDOFVi-AE21 Oct 2025 19:10 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m3pzubf2o223https://bsky.app/profile/sujee.dev/post/3m3dusakodc27The AgentX–AgentBeats competition challenges you to "build agents that evaluate other agents" - how meta is that? 🤖 You’ll get to: 🌍 Build **public-good** systems through friendly competition 🏆 Compete for **$1M in prize money** 👉: https://rdi.berkeley.edu/agentx-agentbeats Proudly supported by #nebius16 Oct 2025 23:08 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m3dusakodc27https://bsky.app/profile/sujee.dev/post/3m2ugq2msdk2jHah! Another workshop accepted at #QConSF 😃 "Allycat - chat with your website with LLMs" In this hands-on workshop, I will show how to crawl a website, index data and query it using natural language (not just keywords) with LLMs. https://qconsf.com/training/nov2025/chat-your-website-using-llm-and-open-stack-allycat @qconferences.com #QConSF #docling10 Oct 2025 19:46 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m2ugq2msdk2jhttps://bsky.app/profile/sujee.dev/post/3m2uel5azra2hHappy to be supporting NextBio Hackathon (AI x BIO Hackathon and DEMO Day) at at UCSF. https://luma.com/wuqccdje?tk=3yMhyT Connect, network and build together with other builders and AI x Biology development experts. Nebius AI Studio is sponsoring with credits. #NebiusAIStudio #Nebius10 Oct 2025 19:07 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m2uel5azra2hhttps://bsky.app/profile/sujee.dev/post/3m2scj6ir722nAgentic AI Against Aging Hackthon now on! www.hackaging.ai/ Oct 7 - 25. Hybrid format (online + finals in San Francisco). Nebius is a proud sponsor. https://hackaging.ai/09 Oct 2025 23:25 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m2scj6ir722nhttps://bsky.app/profile/sujee.dev/post/3m2kksdq7uw2xI am running a workshop at QConSF on Nov 20, in SF. "Open Source Rag Pipeline With Docling + Data Prep Kit + Milvus + Open LLMs" You will walk away with working code you can build on. https://qconsf.com/training/nov2025/open-source-rag-pipeline-docling-data-prep-kit-milvus-open-llms #QConSF @qconferences.com #Milvus #RAG #DataPrepKit #Docling #NebiusAIStudio06 Oct 2025 21:32 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m2kksdq7uw2xhttps://bsky.app/profile/sujee.dev/post/3m25vzeqdta2jCode smarter with Qwen3 Coder in VSCode + Cline. Top open-source coding model, right in your editor. 🎥 Quick guide: https://www.youtube.com/watch?v=paKbeAlJsyA #NebiusAIStudio #Nebius #Qwen3Coder #cline01 Oct 2025 20:48 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3m25vzeqdta2jhttps://bsky.app/profile/sujee.dev/post/3lzz5gjltrx2mwondering about these model customizing techniques? Join me and Dylan Bristot for a webinar tomorrow Sept-30, 9am PST / 12 pm EST / 6pm CET 👉 https://nebius.com/events/webinar-llm-distillation (even if you can't make it live, sign up, we will send you the recording and AI Studio credits!) #NebiusAI29 Sep 2025 23:18 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lzz5gjltrx2mhttps://bsky.app/profile/sujee.dev/post/3lzyybwerrl25SVGENAI #4 meetup recap. - GPU accelerated storage - Jason Harmon - Using chatGPT to develop a chess playing Robot - Ryan O'Driscoll - Software engineering in the age of GenAI - Jules Damji of Databricks videos + slides : https://svgenai.dev/events/2025-09-26__meetup.html Join us for future events: luma.com/svgenai29 Sep 2025 21:46 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lzyybwerrl25https://bsky.app/profile/sujee.dev/post/3lzh6jk7dbt2mJoin us for great talks & networking 👉 https://luma.com/hmw007g7?utm_source=sujee_bluesky Sept 25 Thursday 530 pm Fremont #svgenai #meetup22 Sep 2025 19:49 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lzh6jk7dbt2mhttps://bsky.app/profile/sujee.dev/post/3lz2mpyvtaf2mSilicon Valley Generative AI meetup (Sept 25, 530pm , Fremont) https://luma.com/hmw007g7?utm_source=sujee_bsky - "How Software Engineering is Adapting to the AI Revolution" - by @Jules Damji, DevRel at @Databricks - "Snowflake Cortex" - by ​James Cha-Earley, developer advocate at Snowflake - In person networking/jobs17 Sep 2025 19:59 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lz2mpyvtaf2mhttps://bsky.app/profile/sujee.dev/post/3lyy2gixlys2eDistillation webinar - Sept 30 👉 https://nebius.com/events/webinar-llm-distillation #distillation #LLM #webinar16 Sep 2025 19:26 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lyy2gixlys2ehttps://bsky.app/profile/sujee.dev/post/3lywm6fvgqs2pInternet of Agents Hackathon is live - powered by Nebius AI. Run the latest OS models (GPT-OSS, Kimi-K2, Qwen3, Hermes, DeepSeek) on Nebius AI Studio (studio.nebius.com) with free credits. Examples → https://github.com/nebius/ai-studio-cookbook16 Sep 2025 05:38 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lywm6fvgqs2phttps://bsky.app/profile/sujee.dev/post/3lxgd5pawb22gSilicon Valley GenAI meetup is on Aug 28, 5:30pm in San Jose. https://lu.ma/42abrg6f?utm_source=sujee_bluesky - 🍕 + networking - ⚡ Lightning Talks - Openness of Governance using AI - AI in Future of maintenance in manufacturing - 🎤 Monitoring agents in production - 🎤AI in high volume manufacturing #svgenai https://lu.ma/42abrg6f?utm_source=x_sujee28 Aug 2025 00:49 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lxgd5pawb22ghttps://bsky.app/profile/sujee.dev/post/3lxdphrsoek2rcreate awesome art using Nebius AI Studio guide: https://github.com/nebius/ai-studio-cookbook/blob/main/lora/lora-1/README.md quick video : https://www.youtube.com/watch?v=f060_TGIeMg #lora #nebiusai26 Aug 2025 23:51 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lxdphrsoek2rhttps://bsky.app/profile/sujee.dev/post/3lwwv7nkcfk2tBinge-worthy recaps from recent AI conferences 👇 - NVIDIA GTC Paris 2025: https://sujee.github.io/ai-events-recap/posts/2025-06-11__nvidia-gtc-paris/?utm_medium=social_post&utm_source=bluesky&utm_campaign=2025-08-21__announcement - AI Engineer World's Fair - 2025 SF: https://sujee.github.io/ai-events-recap/posts/2025-06-03__ai-engineer-word-fair-sf/?utm_medium=social_post&utm_source=bluesky&utm_campaign=2025-08-21__announcement Got another event to add? Drop it in the comments! More at https://sujee.github.io/ai-events-recap/?utm_medium=social_post&utm_source=bluesky&utm_campaign=2025-08-21__announcement21 Aug 2025 21:30 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lwwv7nkcfk2thttps://bsky.app/profile/sujee.dev/post/3lwucux4z62222nd talk - "AI in high volume manufacturing" - added to upcoming SVGENAI meetup! - 🗓️ Aug 28. 5:30pm - 8pm - 📍San Jose, CA (in person) - 📃 Agenda: - Monitoring Agents in production - AI in high volume manufacturing - great networking - 👉 https://lu.ma/42abrg6f?utm_source=sujee_bluesky #AI #meetup #svgenai20 Aug 2025 20:56 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lwucux4z6222https://bsky.app/profile/sujee.dev/post/3lwqeufgurs2sAfter the GPT-OSS deployment fix, Nebius now ranks as top-3 provider in Artificial Analysis benchmark on providers: https://artificialanalysis.ai/models/gpt-oss-120b/providers See before and after performance (images) Cause: mishandled 'reasoning-effort' flag! #nebius19 Aug 2025 07:21 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lwqeufgurs2shttps://bsky.app/profile/sujee.dev/post/3lwhsczbosc2mFound good conference and CFP trackers - www.adatosystems.com/cfp-tracker/ by @leonadato.com - developers.events #conference #cfp https://www.adatosystems.com/cfp-tracker/15 Aug 2025 21:28 +0000at://did:plc:nvjvnkxeuni2ee5my4dyttb7/app.bsky.feed.post/3lwhsczbosc2m