Best Use of NemoClaw
MonkeyClaw
MonkeyClaw: Probing, patching, and protecting the NVIDIA NemoClaw ecosystem.
securityagents
Cofee Coder, ezzy1630 Rappeport, Justin Lee
Devpost · NVIDIA · 2026-05-16
NemoClaw NVIDIA x ASUS Hackathon @ UCSC
Public gallery: every submissionEvent page ↗
- Projects
- 71
- Winners
- 4
- With repo
- 6%
- Registered
- 209
Winners
Best for UCSC
HydroClawNics
Hydroclawnics is an autonomous AI agent that manages a hydroponic farm, constantly monitoring pods across temperature, pH, EC, humidity, water levels, etc, then taking corrective action in real time.
agentsrobotics/hardware
Alexander Hamilton, Lucas Peterson, Carmen Tan
Best Use of DGX Spark
FactoryMind
Future optimization of autonomous robots in factories.
robotics/hardwareagents
Dan Pham, Donovan Thomas, Rohan Shah +1
Best Use of Brev
ClawForge
ClawForge helps small businesses create custom AI agents for any purpose, powered by NemoClaw safety, from calls and bookings to support and daily operations, without needing to code.
agentsproductivity
Paras Gandhi, animesh Alang, Adithya Pradeep +1
All other submissions
67AI Auto-Correcting Rocket
Hello! We're Team Triple T. Rockets have been using the same hardware controllers since 1960. We replaced this outdated system with AI, running NVIDIA Nemotron loclaly on DGX Spark, testing real data
robotics/hardwareagents
Julian Coe, Lu1sLF Licea
Marginalia
Local-first research agents, with margins that persist.
productivityagents
Edison Kuo
Pathwise
Pathwise is an autonomous financial planning agent that turns your financial situation — income, debts, and goals — into a personalized month-by-month roadmap.
financeagents
saraxjain Jain, Haatim Ali, ChintanPatwardhan
SafeSlug
You shouldn't have to wait for news articles or word of mouth to hear emergencies around you. You deserve awareness.
security
Christian Fajardo Hernandez
SlugOps
SlugOps is a UCSC campus life agent that uses real calendar, dining, transit, weather, reminder, and news data to create grounded daily plans without hallucinating.
productivityagents
Otto Cardoso
TrackSmith
TrackSmith is an AI music assistant inside your DAW that listens to your track, gives feedback, generates ideas, separates stems, and writes results back into your workflow.
creative/musicagents
Tisha Gangar, Rohaan, madhavsharma30 Sharma
Signl
Signl is an AI Kalshi trading agent using NVIDIA Nemotron + OpenClaw to analyze live news, estimate probabilities, manage risk, and execute or recommend trades through the interface.
financeagents
Sean Andre Membrido, Siddharth Prothia, bardian77 Nasab +1
Carma AI
Carma AI is a Nemoclaw-powered AI assistant that helps provide insight to car flippers on Car listings on Autotrader, cars.com, and Craigslist. It shows a car's potential ROI and potential flaws.
finance
Sarvesh Satheesh, Abhi Mummidi, Jacob Jeenaraj
CruzDex
Cruzdex is a location-aware citizen science game using inat where an AI agents, analyze real ecological data and send players to the exact right place, at the exact right time
scienceagents
JobClaw
Your job search on autopilot
productivityagents
KianaPennerCat Penner, ajsenthi, Max
GIRA
GIRA is an AI pharmacogenomic agent that uses genetics, CGM, and wearable data to flag medication risks and generate evidence-backed diabetes treatment briefs in under a minute.
healthscience
suryaj13 Jagarlamudi, Andrei Ionov, Arjun Bhandari
Northstar
Flight Stack makes autonomous drones safer. We put safety-first controls at the core of every flight, so operators can focus on the mission, not the risk.
robotics/hardwaresecurity
Madhu Vijaya Kumar, aneshkondor Kondor, waheedcan +1
Mint Rentals
Renting made easy
productivity
Tribhuvani Ayyagari, jasmin chan, Medha Iyengar
FireSync
Wildfires aren't won or lost at detection, they're lost in the 4-hour coordination gap. FireSync closes it to 4 minutes, autonomously, using NVIDIA NemoClaw.
agentssecurity
Adharsh Hariharan, Vishruth Narasimhan, Mohamed Farghally
MVPilot
A hackathon teamate that turns a messy hackathon idea into a working mvp.
dev toolsagents
jesus cuevas gonzalez, Alistair Senk, Drake Griffin +1
SafeShift
1 in 5 fatal crashes involves a drowsy driver. SafeShift uses NVIDIA Nemotron to detect trucker fatigue on-device, in real time, and intervene before it is too late.
securityrobotics/hardware
Kevin Chan, Caleb Cho, Emilio Portal
NemoCognition
NemoCognition introduces self-healing infrastructure for autonomous coding agents — making every model action observable, replayable, and recoverable.
dev toolsagents
Akhil Datla, Rohan Jayaprakash
ChainPilot
ChainPilot: a multi agent system powered by NVIDIA Nemotron that autonomously reasons, plans, and executes supply chain optimizations in real time using tool calling and multi step workflows.
agents
Sanjiv Simha, Krishna Dua, Angad Pantvaidya +1
crushclaw
When a healthcare system pages your on-call engineer at 3 AM, Crush the Turtle reads the logs, figures out what's likely broken, and sends a summary, all while maintaining HIPAA compliance.
healthagents
Tony Andrew Vallescas
Clawsus
A security-first agent system that scans code, dependencies, secrets, and runtime behavior, then routes findings into patch, quarantine, and verification workflows.
securitydev tools
Joseph Karam, Dhruv Kolte, Eva Jain +1
Point Nemo
Even at the speed of light, Earth-Mars communication takes up to 22 minutes. ARIA is the autonomous rover that doesn’t wait to phone home, performing complex tasks on humanity’s furthest frontier.
robotics/hardwareagents
Maxwell Henderson, Harry Whalen, David Kim
Kernel Claw
Your GPU code. Automatically faster.
dev tools
Deepak Thenmalaiandi, Dhanush Rao, Pranav Goruganthu +1
ShieldView
ShieldView is a real-time privacy protection for screen sharing using the NVIDIA Nemotron model and NemoClaw agent.
securityvision
eves79 Stanley, Harini Donthula, alekhyap004 Palepu +1
Acuity Polypharma
Polypharma Expert for the 139 million Americans on 2+ perscriptions
health
Cyrus Correll, Oleg Mrynskyi
Engram
Engram is a relevance-ranked memory layer for local LLM agents. It evicts by importance, not recency, and tells you exactly which chunks it lost. Fully on-device on Nemotron + GX-10.
agentsdev tools
Sreyas Yallapragada, Sahil San, UpsideDownTurtle Bodla +1
CoT Watchdog
The AI safety primitive researchers called for in 2025: a working implementation of real-time chain-of-thought monitoring, built and running, on a GX10.
securityagents
Denise Ataei, Teodor Langan, Chloe Azores
Atlas
Security through smart locks and immediate notifications systems for safety through video.
security
ANANYA JAKILATI, Justin Rosales, Nishan Lama +1
NemoStage
Presentations, while often polished, can become redundant in more interactive environments. We created NemoStage to dynamically adjust presentations based on questions, and track audience engagement.
productivity
Rachit Verma, ShivaRavinutala, Rohit Mamidipaka
AutoSentiment
AutoSentiment is a sentiment aggregate that web scrapes to find public sentiment on a given topic. It can find negative or positive sentiments on a company, a product, or even a person.
productivity
Caleb Lin, Azam Mohamed, Magnetesim Hallett +1
VigilAgent
Zero-touch security auditing for GitHub repos. Opens a PR? VigilAgent autonomously scans for vulnerabilities, then posts a full AI-powered report with detailed findings and risk score.
securitydev tools
Auston McDaniel, Rik Ros
Pincer
Pincer is an autonomous marketing agent for hackers. It posts to Reddit, HN, and Bluesky, then watches every comment and gathers analytics all in one place. Powered by NVIDIA Nemotron!
agentsproductivity
Mann Malviya
Sentinel
Autonomous agent that takes brokers packages to multifamily syndicators and vets it and recommends which are the best leads
financeagents
Gurnoor Natt
MemoryClaw
memory-claw: your org’s long-term memory, wired into Slack and OpenClaw.
productivityagents
Arav Adhikari, Ashwin Murthy, Aidan Nguyen +1
Cortex
A local-only autonomous cognitive operating system. Watches biometrics, attention, screen, and calendar, runs Nemotron-3-Super on a DGX Spark to catch overload before you feel it.
healthproductivity
Krish T, Sai Pisupati, Deepak Karani +1
OpenSAR (Search & Rescue)
SAR teams still coordinate with paper maps and radios. OpenSAR replaces human SAR commanders with a Nemotron agent that coordinates volunteers in real time. Think Google maps for SAR
agents
Shreyan Phadke, Gaurav Gupta, Eric Olaru-Hagen
Sisyphus
Sisyphus is a “show, don’t code” automation agent: record any digital workflow once, and local AI turns it into a reusable command you can run from Telegram.
dev toolsagents
Cairo Flores, MAHII SHAH, Regina Garrido
GPU Godfather
Agents for Agents to cut gpu cost and waste!
dev tools
Heli Kadakia, Gauri Jain, sanya bhatia
Evidentia
Evidentia is an autonomous research review agent that stress-tests academic drafts by checking citations, surfacing counterarguments, grading evidence, and showing authors the next steps to take.
educationagents
Alejandro Soro Rodriguez, Manuel Carriedo Garrido, Juan Álvarez Sánchez
Sentinel - Financial Agent Workspace
An OpenClaw Agent powered by Nemotron that monitors markets 24/7 on Brev, spawns sub-agents for deep research, delivers alerts to Telegram, and a real-time dashboard to check financial data.
financeagents
Michael Pimentel, Tanisha Prabhu
Itinera
Itinera is an autonomous AI travel agent that manages your entire trip including flights, hotels, itinerary, emails, calendar. You never have to think about logistics. It handles all the details.
productivityagents
Lillian Hamilton, Reva A, Tanaya Joshi
LabMind: the autonomous lab assistant
LabMind: the first autonomous lab assistant. It runs your overnight experiments, catches what goes wrong with context of your previous experiments, and hands you a report in the morning.
scienceagents
Abby Kaur, Ben Liu, Nathan Yu +1
GroupUp
GroupUp uses specialized AI agents to continuously analyze operational state, reason through constraints like weather and battery life to execute mission decisions in real time.
robotics/hardwareagents
Eddie Ramos
Parallax
Secure autonomous interview intelligence with real-time reasoning, memory, and adaptive pressure simulation.
productivityagents
Riddhi Gaddamwar
MedFlow
Autonomous AI agent for pharmacy inventory optimization that prevents medication waste through safe, policy-governed decision automation, compliance enforcement, and auditable workflows.
healthagents
Nitika Singh, Aaddhya Jarolia
RevNest
RevNest is an AI-assisted revenue management platform that uses autonomous agents, live market signals, and human approval workflows to safely optimize hotel and Airbnb pricing.
financeproductivity
Shiyi Sun, Jaycee Wu, Jiaqi Zhang +1
Dispatch
Dispatch is an autonomous co-dispatch AI agent that reasons over live emergency communications, performs real-time threat assessment, and coordinates critical response workflows.
voiceagentssecurity
Neha Ashwin, Anshika Agarwal, Anthony La +1
SlugPlanner
Every quarter, UCSC students juggle MyUCSC, RateMyProfessors, and weeks-long advisor waitlists. SlugPlanner replaces all three. Describe what you want, and it builds your schedule.
educationproductivity
Maven Lam, Alan Xiong
Santa Claws
AI agents that turn local business leads into live website mockups and personalized outreach.
productivityagents
Parth Doshi, Aryan Bhatia, smadinya Madinya +1
AutoEmbed
What if your embedded system could debug itself? Our autonomous AI agent analyzes logs, diagnoses ESP32 issues, runs terminal commands, and helps fix projects in real time.
dev toolsrobotics/hardware
Divya Janarthanan, Jasmin Liao, Karman Singh
patch
Autonomous security pipeline you can trust. Nemotron agents detect vulnerabilities, propose three ranked fixes, and open pull requests only after a human approval gate.
securitydev tools
Lamek Tsegay, Zablon Tesfaye, Bereket W +1
Clue_0
An autonomous home security agent built on NVIDIA Nemotron. It sees every frame, reasons about intent, and alerts you only when something actually matters. The difference between a bug and a burglar.
securityvision
Shadow MLO
Shadow-MLO uploads ML models, tests runtime candidates, and recommends the best deployable artifact using quality, latency, and memory tradeoffs with clear evidence and agent reasoning.
dev tools
Jeff Zhang, Mona Zhao, Mathew Raju
AARM - Autonomous Agentic Risk Management
An autonomous prediction-market intelligence system that monitors live prediction markets like polymarket along with ingesting news in order to execute the paper trades that it believes will be best.
financeagents
rvkalyanker Kalyanker, Mihir Sushil
DreamLoop
900,000 crashes happen on wet roads yearly, and AVs go blind in floods. DreamLoop trains perception models on synthetic disasters so they don't have to.
robotics/hardwarevision
shaynadas Das, Shreyas-jk Kiran, Shyam Narayan Sundararajan +1
fin.
an autonomous financial operating system for young adults
financeproductivity
Aarushi Sharma
QuantaraNN
We built an AI that thinks like a trader. It studies 5 stocks using live market data, picks the best strategy per stock, and lets Nemotron make the final call explaining every decision.
financeagents
Nolan Rodriguez, Sky Ma
FaultClaw
Autonomous AI agent that attacks your hardware design to find bugs before silicon does. Nemotron-powered, adversarial by design, sandboxed in NemoClaw.
dev toolsrobotics/hardware
Isaac Hashimi, Ibrahim Jarada, Dontae Butler
EquiFlow(Ethical-Agent)
An autonomous AI agent that monitors live Reddit trends, detects hate speech and bias, and rewrites harmful posts into neutral summaries — so you stay informed without the hate.
agents
ShipClaw
Autonomous AI agent that scores release readiness, explains risk with NVIDIA Nemotron, and gates deployments before they break production.
dev tools
Meet Bhadra
Anchor
Anchor: on-device dementia care on one Spark. Two Nemotrons + speculative decoding, Apple Watch biometrics, NemoClaw kernel sandbox. One quiet Telegram to family. Nothing leaves the box.
healthagents
Jayaraj J, Harshith Ravi Kopparam, Subhangi Chatterjee
Sentinel-AI
Six AI agents investigate your cloud attack in under a minute.
securityagents
Aiden Luo, Caleb Mitchell, Savi Srivastava +1
BugBack AI
BugBack turns vague customer complaints into verified engineering evidence by reproducing bugs, reasoning over logs and feature flags with Nemotron, and generating fix paths for engineering teams.
dev tools
Karthik Konda, Adam Carter
HoopsInsight
An autonomous basketball scouting agent that reasons over live bench observations, remembers player history, and independently escalates alerts to coaches.
agents
Arnesh Kumar, Raj Manohara
Auto Research
Autonomous research agent that tries, fails, and learns. Fast.
scienceagents
Daniel Rhee
CRAFT — Code, Review, Audit, Fix, Test
CRAFT is a self-correcting code writing agent that takes in an input in English and outputs the highest quality code for any task you may have.
dev toolsagents
Ethan Kurebayashi, Oslo Haggadone
Minima
Minima is a live autonomous agent on Brev that intercepts wasteful AI prompts before they're sent, estimates the energy cost, rewrites them sustainably using Nemotron, and saves up to 97% energy.
dev tools
Logan Reynoso
AutoForge
A multi-agent workflow that builds an ML Model pipeline within minutes.
dev toolsagents
Jaisree D.R., Arya Srinivasan, Reema Vishwanath +1