NVIDIA โ€” BDI Hackathon Sponsor

The NVIDIA Arsenal

Every free NVIDIA tool, API endpoint, blueprint, and GPU credit that SinkAlert can weaponize. NVIDIA sponsors this hackathon โ€” use their stack.

โœ… Everything Below Is FREE โ€” No Credit Card Required

Sign up at build.nvidia.com (NVIDIA Developer Program). Get an API key in 2 minutes. Access 100+ hosted models with free credits. Download NIM microservices for self-hosting. All for development and research use.

10,000+ Free API Calls ยท 100+ Models ยท 0 Baht

๐Ÿง  1. NVIDIA NIM โ€” Free Model APIs (build.nvidia.com)

NVIDIA hosts 100+ AI models behind a standard OpenAI-compatible API at build.nvidia.com. No credit card. Free tier includes 10K requests. Every model below works with the same API key โ€” just change the model name.

Model IDTypeBest For SinkAlertFree?
nvidia/nemotron-nano-8b-v1 LLM (Text) ๐Ÿ‡น๐Ÿ‡ญ Thai+English reasoning, LINE bot responses, alert generation โœ… Free
nvidia/nemotron-super-49b-v1 LLM (Text, 1M ctx) ๐Ÿ“š Read entire research papers, multi-step risk analysis โœ… Free
meta/llama-3.1-nemotron-nano-8b-v1 LLM (Agentic) ๐Ÿค– Agentic tool calling, multi-step reasoning for alerts โœ… Free
nvidia/nemotron-nano-30b-a3b Multimodal MoE ๐Ÿ›ฐ๏ธ Process InSAR satellite images + text in one model โœ… Free
nvidia/nemotron-ultra-550b LLM (Heavy) ๐Ÿ”ฌ Complex disaster modeling, full meta-analysis โœ… Free
nvidia/cosmos-predict2 World Sim ๐ŸŒ Simulate ground deformation + collapse scenarios โœ… Free
nvidia/nemotron-embed-8b Embeddings ๐Ÿ” Vector search over research papers, incident reports โœ… Free
deepseek-ai/deepseek-r1 Reasoning ๐Ÿงฉ Complex root cause analysis of collapse incidents โœ… Free
๐Ÿ”ง How to use (OpenAI-compatible)
curl https://integrate.api.nvidia.com/v1/chat/completions \
  -H "Authorization: Bearer $NVIDIA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"nvidia/nemotron-super-49b-v1","messages":[{"role":"user","content":"Analyze this InSAR deformation data for Bangkok subsidence risk"}]}'

๐Ÿ“ฆ 2. NVIDIA AI Blueprints โ€” 37 Open-Source Reference Architectures

Every blueprint on github.com/NVIDIA-AI-Blueprints is Apache 2.0. Clone, deploy, customize. Each comes with Helm charts for Kubernetes deployment.

โญ 741 ยท Apache 2.0

๐Ÿ” AI-Q โ€” Deep Research Agent

Multi-agent research system. Two-tier: simple queries get instant answers, complex topics trigger multi-phase deep research with parallel agents. Built on LangChain DeepAgents + NeMo Agent Toolkit.

SinkAlert use: Automate ALL news mining, literature review, and evidence gathering. Replace what I did manually. Continuous monitoring for new incidents.

PERFECT MATCH โ€” Our #1 tool
โญ 1,600 ยท Apache 2.0

๐ŸŽฌ VSS โ€” Video Search & Summarization

GPU-accelerated vision agents for video analytics. Search across video archives, detect objects, summarize footage. Built for security cameras โ€” PERFECT for dashcam processing.

SinkAlert use: Replace/augment YOLOv8 with NVIDIA vision agents. Process dashcam footage for road damage, cracks, potholes with natural language descriptions.

PERFECT MATCH โ€” Dashcam CV upgrade
โญ 669 ยท Apache 2.0

๐Ÿ“š RAG โ€” Retrieval Augmented Generation

Production-grade RAG pipeline. Ingestion, embedding, retrieval, generation. Use with NVIDIA embedding models for semantic search.

SinkAlert use: Build a knowledge base of 35+ sinkhole research papers, Thai government reports, and incident databases. Query with natural language.

STRONG MATCH โ€” Research knowledge base
โญ 297 ยท Apache 2.0

๐Ÿงญ LLM Router โ€” Smart Model Selection

Route each request to the best model. Simple queries โ†’ Nano. Research โ†’ Super. Complex analysis โ†’ Ultra. Saves cost, improves quality.

SinkAlert use: Route LINE bot messages to Nano (fast), InSAR analysis to Super (deep context), pitch generation to Ultra (maximum quality).

STRONG MATCH โ€” Multi-model pipeline
โญ 224 ยท Apache 2.0

๐Ÿ›ก๏ธ Vulnerability Analysis

Analyze infrastructure for vulnerabilities, generate reports, prioritize risks. Built for security but adaptable to physical infrastructure.

SinkAlert use: Adapt for road/infrastructure vulnerability assessment. Feed in road network data โ†’ get risk-prioritized inspection schedule.

ADAPTABLE โ€” Infrastructure risk scoring

๐ŸŒ 3. Special NVIDIA Tools for Disaster/Safety

๐ŸŒช๏ธ NVIDIA Earth-2 โ€” Climate Digital Twin

What: AI-accelerated climate and weather prediction platform. High-resolution weather simulation at global scale. Fully open Python package (Earth2Studio).

SinkAlert use: Input weather data into Earth-2 โ†’ get high-resolution precipitation, soil saturation, and flood risk predictions. Feed into our XGBoost fusion engine. This is LITERALLY what our environmental layer needs.

Get it: pip install earth2studio ยท github.com/NVIDIA/Earth2Studio

๐ŸŽฎ NVIDIA Cosmos 3 โ€” World Foundation Model

What: Predicts future states of physical environments from current observations. Input: video/images of current state โ†’ Output: simulated future state video. Used for robotics and autonomous vehicles.

SinkAlert use: Feed Cosmos dashcam footage of a road with early cracks โ†’ Cosmos predicts how the crack propagates over days/weeks. Visualize "what happens if we don't intervene." Powerful for demo day.

API: Available through build.nvidia.com as nvidia/cosmos-predict2

๐Ÿ›ก๏ธ NeMo Guardrails โ€” AI Safety

What: Open-source programmable guardrails for LLM apps. Intercept inputs/outputs, apply safety checks, block harmful content.

SinkAlert use: Ensure LINE bot never gives dangerous advice (e.g., "the road is safe" when it's not). Hallucination detection. Critical for a public safety application.

๐Ÿ’ป 4. GPU Credits โ€” If You Need Real Compute

๐ŸŽ“ For Hackathon Participants

NVIDIA typically provides free API credits and GPU instances to hackathon participants. Check your BDI Hackathon welcome packet or ask the NVIDIA mentor at the event. Common offers:

ProgramWhat You GetHow to Get ItTimeframe
๐ŸŸข NVIDIA Developer Program 10K free API calls, NIM downloads, all models Sign up at build.nvidia.com โ€” 2 min โฑ๏ธ Instant
๐ŸŸข NVIDIA Inception Up to $100K AWS credits, $150K Nebius, 30% DGX discount, $10K DLI training Apply online โ€” free, no equity โฑ๏ธ 2-4 weeks
๐ŸŸข Hackathon Sponsor Credits Special GPU/API credits for BDI participants Ask BDI organizers or NVIDIA mentor at event โฑ๏ธ At event

๐ŸŽฏ 5. The SinkAlert + NVIDIA Architecture

DATA INGESTION
๐Ÿ›ฐ๏ธ Sentinel-1 InSAR โ†’ LiCSBAS โ†’ Nemotron Nano Omni (multimodal)
๐Ÿš— Dashcam CV โ†’ NVIDIA VSS Blueprint โ†’ Nemotron Nano (descriptions)
๐ŸŒง๏ธ Open-Meteo/TMD โ†’ NVIDIA Earth-2 โ†’ High-res weather predictions

FUSION & REASONING
XGBoost Fusion Engine + Nemotron Super (1M context risk narrative)
LLM Router: Nano for alerts, Super for analysis, Ultra for research

RESEARCH & EVIDENCE
AI-Q Blueprint: Continuous news mining + literature review
RAG Blueprint: Semantic search over 35+ papers

CITIZEN INTERFACE
๐Ÿ‡น๐Ÿ‡ญ ThaiLLM-8B (via NIM API) โ†’ LINE Bot in Thai
NeMo Guardrails: Safety filter for public alerts

VISUALIZATION
Cosmos 3: Simulate collapse scenarios โ†’ Show judges what SinkAlert prevents

๐ŸŽค 6. What to Tell the Judges

๐ŸŽฏ Angle #1 โ€” NVIDIA Sponsor Alignment
"We built SinkAlert on NVIDIA's open AI stack. Our dashcam CV uses the VSS Blueprint. Our research pipeline runs on AI-Q. Our risk reasoning uses Nemotron Super. We're not just using NVIDIA tools โ€” we're built on NVIDIA Blueprints. This is production-ready from day one."
๐ŸŽฏ Angle #2 โ€” Earth-2 for Disaster Prediction
"NVIDIA Earth-2 provides high-resolution weather data that feeds directly into our sinkhole risk model. Soil saturation from Earth-2 + ground deformation from InSAR + surface cracks from VSS dashcam processing = the most comprehensive sinkhole prediction system in Thailand."
๐ŸŽฏ Angle #3 โ€” Cost: เธฟ0 for Development
"Every NVIDIA tool we used is free through the NVIDIA Developer Program. AI-Q, VSS, RAG, Earth-2, Nemotron models, NIM APIs โ€” all free for development. Production deployment is the only paid step. This means Thailand can prototype and validate SinkAlert for เธฟ0."
๐ŸŽฏ Angle #4 โ€” Open Source + ThaiLLM
"Our architecture uses open-source NVIDIA Blueprints (Apache 2.0) with open-weight Nemotron models, alongside open-weight ThaiLLM. No vendor lock-in. No proprietary black boxes. Thailand owns the full stack. This aligns with BDI's mission of building national data and AI sovereignty."

โšก 7. Immediate Action Plan (Before July 10)

DayActionTimeImpact
Today Sign up at build.nvidia.com โ†’ get API key โ†’ test one Nemotron call 10 min โœ… Prove you're on NVIDIA stack
Today Clone AI-Q blueprint โ†’ run the news mining example with SinkAlert data 1-2 hours ๐Ÿ”ฅ Show automated research pipeline
This week Clone VSS blueprint โ†’ run video analysis on sample dashcam footage 3-4 hours ๐Ÿš— Show NVIDIA vision pipeline replacing YOLO
This week Install Earth2Studio โ†’ generate Bangkok weather predictions 2-3 hours ๐ŸŒ Show climate-aware risk prediction
Before Jul 10 Build one slide: "Powered by NVIDIA" showing all tools in architecture 30 min ๐ŸŽฏ Impress NVIDIA-affiliated judges
Before Jul 10 Apply for NVIDIA Inception (Verity Tech) 30 min ๐Ÿ’ฐ Unlock $100K+ credits for post-hackathon
At event Find NVIDIA mentor โ†’ ask for special hackathon credits 5 min ๐ŸŽ Extra GPU power for demo

๐ŸŸข Bottom Line

NVIDIA sponsors the BDI Hackathon. They have 37 open-source blueprints, 100+ free model APIs, and a program that gives startups up to $250K in credits. SinkAlert can use AI-Q for research, VSS for dashcam, Earth-2 for weather, Nemotron for reasoning, and Cosmos for simulation โ€” all free, all open-source, all NVIDIA-branded.

This is not a "nice to have." This is how you win.

๐Ÿ”— Key Links