Sujee Maniyam
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sujee.dev
Sujee Maniyam
@sujee.dev
Developer Advocate @ Nebius | ML/Data Engineer | Open Source contributor | Technical Instructor | Author | Speaker


portfolio: https://bit.ly/sujee-dev3
That'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: qconsf.com/training/nov...
- Repo: github.com/The-AI-Allia...
November 21, 2025 at 9:23 PM
running 2 workshops Nov-20 at @qconferences.com

1. Chat with your website using an LLM and open stack (Allycat)
qconsf.com/training/nov...

2. Open Source Rag Pipeline With Docling + Data Prep Kit + Milvus + Open LLMs
qconsf.com/training/nov...

discord: discord.gg/bk5fcvNJVZ

#NebiusTokenFactory
November 19, 2025 at 10:03 PM
🎃 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 : luma.com/df08ml54?tk=...

#svgenai #meetup
SVGENAI Meetup # 5 Spooky Halloween Edition: AI Horror Stories · Luma
!!!Date Change!!! This meet-up date has been changed to Nov. 4th! SVGENAI meetup We are focused on fostering learning, networking and career development of AI…
luma.com
October 31, 2025 at 5:33 AM
You *can* indeed train nanochat (github.com/karpathy/na...) under $100!

see the post by Marouane Khoukh

www.linkedin.com/posts/marou...

Done on @nebiusai 💪
#opensource | Marouane Khoukh
Andrej Karpathy said you could train an #opensource ChatGPT-like model from scratch for under $100. I wanted to see if that actually holds, so I tried the full NanoChat (https://lnkd.in/dTfWtFv2) on Nebius. ⚙️ I spun up an 8×H100 instance on Nebius, cloned karpathy/nanochat, and ran the full pipeline end-to-end. The steps: • Train a tokenizer on FineWeb-EDU (65K vocab) • Pretrain a 560M-parameter Transformer to predict the next token • Mid-train on conversational and reasoning data (SmolTalk, MMLU, GSM8K) • Supervised Finetuning — aligning it to chat format The results: ⏱️ The whole thing took a bit more than three hours. 💰 Cost: around $80 on Nebius . 📉 Validation bpb ≈ 0.81 📊 CORE ≈ 0.20 ⚡ MFU ≈ 48 % So yes, it really does train a ChatGPT-style model under $100. After the run, I opened the web UI and chatted with my model, and that’s the video below. It’s pretty wild that you can now train, fine-tune, and talk to your own LLM in an afternoon. Curious how the pipeli
www.linkedin.com
October 22, 2025 at 9:03 PM
Quick 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

🎥 www.youtube.com/live/93sDOFV...
October 21, 2025 at 7:10 PM
The 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**

👉: rdi.berkeley.edu/agentx-agent...

Proudly supported by #nebius
October 16, 2025 at 11:08 PM
Hah! 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.

qconsf.com/training/no...

@qconferences.com #QConSF #docling
October 10, 2025 at 7:46 PM
Happy to be supporting NextBio Hackathon (AI x BIO Hackathon and DEMO Day) at at UCSF.

luma.com/wuqccdje?tk...

Connect, network and build together with other builders and AI x Biology development experts.

Nebius AI Studio is sponsoring with credits.

#NebiusAIStudio #Nebius
October 10, 2025 at 7:07 PM
Agentic AI Against Aging Hackthon now on!

www.hackaging.ai/

Oct 7 - 25. Hybrid format (online + finals in San Francisco).

Nebius is a proud sponsor.
Agentic AI Against Aging
AI agents, working to extend human life. Join our hackathon October 7-25, 2025.
hackaging.ai
October 9, 2025 at 11:25 PM
I 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.

qconsf.com/training/no...

#QConSF @qconferences.com #Milvus #RAG #DataPrepKit #Docling #NebiusAIStudio
October 6, 2025 at 9:32 PM
Code smarter with Qwen3 Coder in VSCode + Cline.
Top open-source coding model, right in your editor.

🎥 Quick guide: www.youtube.com/watch?v=paK...

#NebiusAIStudio #Nebius #Qwen3Coder #cline
October 1, 2025 at 8:48 PM
wondering about these model customizing techniques?

Join me and Dylan Bristot for a webinar tomorrow Sept-30, 9am PST / 12 pm EST / 6pm CET

👉 nebius.com/events/webi...

(even if you can't make it live, sign up, we will send you the recording and AI Studio credits!)

#NebiusAI
September 29, 2025 at 11:18 PM
SVGENAI #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 : svgenai.dev/events/2025...

Join us for future events: luma.com/svgenai
September 29, 2025 at 9:46 PM
Join us for great talks & networking

👉 luma.com/hmw007g7?ut...

Sept 25 Thursday 530 pm
Fremont

#svgenai #meetup
September 22, 2025 at 7:49 PM
Silicon Valley Generative AI meetup (Sept 25, 530pm , Fremont)

luma.com/hmw007g7?ut...

- "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/jobs
SVGENAI: SWEng with AI tools + Snowflake Cortex AISQL · Luma
SVGENAI meetup We are focused on fostering learning, networking and career development of AI enthusiasts and practitioners around Silicon Valley. svgenai.dev -…
luma.com
September 17, 2025 at 7:59 PM
Distillation webinar - Sept 30

👉 nebius.com/events/webin...

#distillation #LLM #webinar
September 16, 2025 at 7:26 PM
Internet 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 → github.com/nebius/ai-st...
GitHub - nebius/ai-studio-cookbook
Contribute to nebius/ai-studio-cookbook development by creating an account on GitHub.
github.com
September 16, 2025 at 5:38 AM
Silicon Valley GenAI meetup is on Aug 28, 5:30pm in San Jose.

lu.ma/42abrg6f?utm...

- 🍕 + 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
SVGENAI: Agent Monitoring + AI in high volume manufacturing · Luma
SVGENAI meetup We are focused on fostering learning, networking and career development of AI enthusiasts and practitioners around Silicon Valley. svgenai.dev -…
lu.ma
August 28, 2025 at 12:49 AM
create awesome art using Nebius AI Studio

guide: github.com/nebius/ai-st...

quick video : www.youtube.com/watch?v=f060...

#lora #nebiusai
August 26, 2025 at 11:51 PM
Binge-worthy recaps from recent AI conferences 👇

- NVIDIA GTC Paris 2025: sujee.github.io/ai-events-re...

- AI Engineer World's Fair - 2025 SF: sujee.github.io/ai-events-re...

Got another event to add? Drop it in the comments!

More at sujee.github.io/ai-events-re...
August 21, 2025 at 9:30 PM
2nd 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
- 👉 lu.ma/42abrg6f?utm...

#AI #meetup #svgenai
SVGENAI: Agent Monitoring + AI in high volume manufacturing · Luma
SVGENAI meetup We are focused on fostering learning, networking and career development of AI enthusiasts and practitioners around Silicon Valley. svgenai.dev -…
lu.ma
August 20, 2025 at 8:56 PM
After the GPT-OSS deployment fix, Nebius now ranks as top-3 provider in Artificial Analysis benchmark on providers:

artificialanalysis.ai/models/gpt-o...

See before and after performance (images)

Cause: mishandled 'reasoning-effort' flag!

#nebius
August 19, 2025 at 7:21 AM
Reposted by Sujee Maniyam
NEW POST! Call For Papers Listings for 8/15
A collection of upcoming CFPs (call for papers) from across the internet and around the world.
bit.ly/4oDeBkk
August 15, 2025 at 4:01 PM
Interested in doing a lightning talk or showing a demo at SVGENAI meetup?

Register your interest: docs.google.com/forms/d/e/1F...

Next event @ Aug 28, 6pm in San Jose: lu.ma/42abrg6f?utm...

#svgenai #meetup
August 15, 2025 at 9:25 PM