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Arm Create: AI Optimization Challenge

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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

Filter submissions

What was the hardest part of building or optimizing your project? Select all that apply
What would have made it easier to complete your project? Select all that apply.
Did this challenge change your likelihood of building on Arm in the future?
How likely are you to continue developing, optimizing, or deploying this project after the challenge?
STICK
STICK

Speak your ideas. STICK builds the presentation.

Naman Anand
3 2
AArch64 Autopilot: Self-Optimizing Agentic AI on Arm CPUs
AArch64 Autopilot: Self-Optimizing Agentic AI on Arm CPUs

Give it an Arm64 machine and an agent workload; it discovers a fast quality-preserving CPU configuration and generates the proof.

Frank douzi
0 0
A64Forge
A64Forge

A64Forge benchmarks every AI agent stage on Arm64, protects quality, and compiles faster, lower memory model routing backed by verifiable evidence.

Chisom Mmadubuike
0 0
NeuroArm-Cloud
NeuroArm-Cloud

An Arm64-optimized AI inference engine that delivers faster, leaner cloud LLM inference with NEON, INT4 quantization, KV-cache optimization, NUMA scheduling, and autonomous MCP agents.

Lalitha Sri Harshitha Thummalacheruvu JEYANTH PONNALURI Dodleti Lalith Sri Datta Shanmukha Mythreya
1 0
PerceptShift
PerceptShift

Adaptive, deadline-aware AI inference for Arm64 robots—PerceptShift profiles, certifies, and switches optimized ONNX Runtime execution profiles at runtime.

Arav Jain Aarush Divakarla
0 0
Arm-Ethos ThreatShield: Real-Time AI Threat Detection
Arm-Ethos ThreatShield: Real-Time AI Threat Detection

Edge AI-powered real-time threat detection on Renesas EK-RA8P1 using Arm Ethos-U55, detecting guns and knives with optimized on-device inference and instant alerts.

JAYANTHI VENKATA SREEJA VLSI KARAN V VLSI DHARANYA S VLSI B SHIVANI SUNDARI VLSI
0 0
Smart Pillbox AI
Smart Pillbox AI

Smart Pillbox AI turns pillbox sensor events into private, offline safety actions using an INT8 Arm64/NEON inference kernel—34× faster with 75% less model memory.

Stephen ZHANG
0 0
ReliefRelay
ReliefRelay

Offline voice intelligence for emergency teams—turning noisy radio reports into reviewed, prioritized incidents on local Arm hardware, even when connectivity fails.

Ankit Hemant Lade Sai Krishna Jasti
3 0
Armory
Armory

An end-to-end NLP inference optimization and benchmarking suite evaluating DistilBERT across native Arm64 and x86_64 architectures.

Waad KD
0 0
AEOLUS
AEOLUS

AEOLUS simulates a space habitat's air system to spot faults like a broken fan early, before the air gets unsafe. Every run is repeatable, so the results can always be trusted and checked.

Ben Anokye-Davies Alex Kurkar MS Mesh
1 0
MozhibotAI
MozhibotAI

MozhiAI is the first open-source offline multilingual voice AI platform for Indian languages (Tamil, Hindi, Telugu) optimized for Arm64 hardware.

Kavin Raj Karthik R RITHIK R IT RITHIK RAJ R IT
0 0
DroneVision AI
DroneVision AI

Real-time, camera-based 3D drone localization optimized for Arm edge hardware, combining AI and classical vision for GPS-denied autonomous flight.

Ryaan Amank Semwal David Franco Ros Daniel Navarro Zoroa Pablo Caravantes Sanz + 1
0 0
neoverse-tune — workload-sensitivity for llama.cpp on Arm
neoverse-tune — workload-sensitivity for llama.cpp on Arm

Four users of one AI agent cost 10.9× time-to-first-token on Arm Neoverse N2. One flag fixes it. We swept 6 prompt shapes to find exactly when it matters — and when the flag does nothing at all.

Prajwal Sutar Nikhil Tale Dheeraj Shrivastav
0 0
Tech-Explique-Moi
Tech-Explique-Moi

Local Gemma 4 on a Pixel 7, transforming Arm/CPU docs into Frenglish arrow-schemas, while we measure whether thread-count tuning actually moves latency on Tensor G2's heterogeneous cores.

Aima Mohammad
0 0
Correctness+Latency for Gesture Control and Observation
Correctness+Latency for Gesture Control and Observation

Speed is nothing without control. To optimise for low latency alone misses the most important part of Physical Ai: correctness. I reduce VLM from ~4Sec. to 33ms gesture input + 500ms per. observation.

Scott Phillips
1 1
NEOVERSE X
NEOVERSE X

The ultimate AI routing layer. NEOVERSE leverages KleidiAI micro-kernels to run LLM workloads natively on Arm infrastructure, eliminating cloud compute waste with zero latency.

Hillary Ikhais
1 0
ArmDX
ArmDX

Evidence-first console for measuring, evaluating, and optimizing LLM inference on Arm64 hardware.

Ananda Kumar
0 0
Armturbo
Armturbo

Optimize and benchmark real AI models for Arm64 — with every number labeled real or simulated, never faked.

max d
0 0
BioLoop Edge ARM Optimized
BioLoop Edge ARM Optimized

BioLoop Edge ARM Optimized is an Arm-native physical-AI digital twin for preserving biological specimens during transport.

Abhishek Nandy
0 0
AI-Powered Cache Optimization.
AI-Powered Cache Optimization.

An AI-driven cache optimization system that analyzes memory access patterns and intelligently selects cache configurations and replacement strategies to improve performance and reduce cache misses.

Saketh Korada Parthu
0 0
Froyou
Froyou

Know yourself just a little bit more!

Varun Bhalerao
0 0
AAPO — AI Agent Performance Optimizer
AAPO — AI Agent Performance Optimizer

AAPO is an AI-agent performance optimization platform that acts as a smart middleware layer between applications and AI models. It focuses on secure requests, performance monitoring, optimization.

JAIVARTHAN C CSE Subash Ravi R CSE JEYANTH BALA MURUGAN P R CSE
0 0
PACI: Physics-Informed Anomaly Classification -TinyML on Arm
PACI: Physics-Informed Anomaly Classification -TinyML on Arm

PACI cuts TinyML compute by 90.58% (10.62× speedup) on Arm Cortex-M via ~465 ns physics-EKF gating and CMSIS-NN INT4/INT8 cascade inference while preserving full reference classification parity.

KARTHIK M ECE N A AKILAN ECE ARAVINTH VELMURUGAN D G ECE DEVARAM A ECE + 1
3 0
SmartLLM Cloud
SmartLLM Cloud

An AI platform that optimizes prompts, routes requests to the best LLM, reduces AI costs, and provides real-time analytics.

Jayant Acharya Chittuluri Sathvika Dharmavarapu Shivaparvathi
1 0

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