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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?
ArmFlux Studio — AI Optimization for Arm
ArmFlux Studio — AI Optimization for Arm

ArmFlux Studio automatically profiles, optimizes, and benchmarks AI models for Arm—finding the best configuration for speed, efficiency, and accuracy.

Meenal Sinha
0 0
ZEAL
ZEAL

Early-Exit KWS: Adaptive CNN Inference for Faster, Resource-Efficient Keyword Spotting on Arm Cortex-M4.

kumaran gokulprasad roshan rajan SHREE BALA JdShady21
0 0
Pocket Proof
Pocket Proof

Pocket Proof transcribes audio privately on Arm devices—no uploads. Its verified optimization makes Whisper 1.55× faster, 70% smaller, and use 44% less memory. Local AI, with receipts.

Andrew Dang
0 0
A.R.M.D.    Agentic Recall Memory Dod3
A.R.M.D. Agentic Recall Memory Dod3

Quantum Physics - uses the digital measure which Which General Relativity now confirms with analog in tandem use case for storage giving a instant recall for agents to utilize with in 3 bytes code

Ramiro Doporto
1 0
NeoServe - Graviton4 LLM Serving Cost/SLO Optimizer
NeoServe - Graviton4 LLM Serving Cost/SLO Optimizer

Cost/SLO-aware LLM serving optimizer for AWS Graviton4 (Arm Neoverse V2) with continuous batching, KleidiAI INT4, Arm Performix PMU hardware proof, SHA-256 ledger, and MCP tool interface.

0 0
tinyllm-arm-pro
tinyllm-arm-pro

LLM inference for the other 6 billion. No GPU. No cloud. Just ARM.

Jagadeeshwaran Ekambaram
1 0
Seeing at the Edge: Energy-Efficient VLM Inference on Arm
Seeing at the Edge: Energy-Efficient VLM Inference on Arm

Benchmarking energy-efficient vision-language model inference across Arm edge platforms, comparing CPU, NPU, and GPU acceleration for performance, power, and thermal efficiency.

Junlin Liao Zonghua Gu Blair Donald
0 0
Arm-Unified Task Orchestrator (A.U.T.O.)
Arm-Unified Task Orchestrator (A.U.T.O.)

Transforms any Arm-powered mobile device into an intelligent, on-device AI agent that perceives, plans, and executes complex tasks autonomously, delivering real-time automation with no cloud reliance.

Lucy Low
4 1
LLMFit
LLMFit

Running an LLM on a new machine is usually guesswork. LMFit changes that by making model selection hardware-aware and benchmark-driven — specifically for ARM systems.

kshitij kumrawat
0 0
EdgeSight
EdgeSight

Full-Stack Physical AI Optimization on RA8P1: INT8, Vela, Ethos-U55 and RTOS Parallelism

SENTHIL KUMAR MAHALINGAM VLSI PRIYADHARSAN D RAMAPRAKASH  B S S JHOTHEESHWAR VLSI
2 1
EAR
EAR

Private AI meeting notes, transcription, and action items on your iPhone.

jashwanth peddisetty
0 0
Kestrel
Kestrel

Motion-gated person detection on Arm Cortex-M: a three-level attention cascade that spends inference compute only when, and where, something moves. 98-99% of inferences skipped, measured on hardware.

Kenneth Tomaniog
1 0
Kleidoscope
Kleidoscope

Find out which Arm CPU path your AI inference actually took — and what it cost in joules per token.

Chris Müller Lutfiya Miller
0 0
Hand gesture recognition
Hand gesture recognition

On-device gesture control system, optimized end-to-end for Arm architecture.

Krutika Pingale
0 0
ArmFinAI
ArmFinAI

Arm64-optimized financial AI that profiles, benchmarks, and accelerates document intelligence for efficient cloud inference.

Arun Kumar
1 0
MobileSpec: 2.07x Faster LLM Inference on Arm
MobileSpec: 2.07x Faster LLM Inference on Arm

Phase-Aware CPU thread autotuning for llama.cpp on Arm Android. Solves big.LITTLE barrier lock contention to deliver a verified 2.07x sustained decode speedup and 9.4x latency stability.

Manish Modak
0 0
NEURA AI
NEURA AI

NEURA AI is an cloud based Arm-optimized cognitive AI operating system that remembers, reasons, and automates workflows across devices with secure on-device intelligence.

Vedant Patil Satyam Mitkari HETAL PATODI Parth Mirge
6 0
ArmPilot-AI
ArmPilot-AI

ARM64-first AI inference platform to benchmark models, analyze performance, optimize runtime configurations, and generate actionable recommendations for efficient deployment.

Kamal Solanki MUSKAN YESHMIN ALI krrish2803 Yaduka Rupali Nanda
1 0
Sentinel Edge
Sentinel Edge

Offline-first Physical AI for Arm64 that intelligently orchestrates wildfire, earthquake, flood, and landslide monitoring on a single constrained edge node.

Ángel Álvarez  Pascua
0 0
SageSearch
SageSearch

Private on-device AI file search for Android on Arm

Daniel Polii
0 0
AfyaAI
AfyaAI

AfyaAI is an AI-powered health assistant that provides accessible, reliable, and personalized health guidance anytime, anywhere.

John Nzau
0 0
OffTongue
OffTongue

Real-time speech translation that runs entirely on your Arm-powered device. No cloud, no signal, no compromise. Speak freely, anywhere.

Shivansh Chauhan Tanishq Maheshwari
2 0
Momentum — Your Next Step, Made Clear
Momentum — Your Next Step, Made Clear

Momentum is an energy-aware workload navigator that turns student overwhelm into one clear, achievable next step—privately, explainably, and offline.

Zhu Xi
0 0
kleidi-advisor
kleidi-advisor

Which kernel path is your GGUF actually on?

Amr Bennis
0 0

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