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Update orion-usage.md
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Expand Up @@ -51,15 +51,18 @@ Discover amazing ML apps and POCs made by the community with Orion!
| manuj-mishra | Lambda ZK week | [ZK Differential Privacy](https://github.com/manuj-mishra/zkdiffpriv) | 🏅 |
| codingnirvana | Lambda ZK week | [Cairo Convolution ](https://github.com/gizatechxyz/orion/pull/160) | |
| danilo, richie, falco | ETHGlobal | [Cairo Einsum](https://x.com/danilowhk2/status/1683138159985545216?s=20) | 🥇 (Starknet track) |
| 0xbyyou | ETHToronto | [Cairo Logistic Regression](https://x.com/gizatechxyz/status/1695016787698417770?s=20) | |
| 0xbyyou | ETHToronto | [Cairo Logistic Regression](https://x.com/gizatechxyz/status/1695016787698417770?s=20) | 🏅 |
| ownerofjk, umburloko, coostendorp | ETHGlobal Ist. | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main) | 🥇 (Starknet track) |
| Vincent Owen, chachaleo, 0xhatsume, cwkang, Eason Chai | StarknetCC Istanbul | [ML VIllage](https://github.com/ML-Village/ML-Village-Backend) | 🥈 |
| John William Q. Embate, Plutarch Romiel Degollacion | STARKNET INFRA HACKATHON | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | |
| John William Q. Embate, Plutarch Romiel Degollacion | STARKNET INFRA HACKATHON | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | 🥇 |
| AW Reasearch | STARKNET INFRA HACKATHON | [Auto Topper](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpy78x6n01lj0801j5edyg1m/idea) | 🥇 |
| Zion | StarknetCC San Francisco | [Onairos](https://onairos.uk/) | 🥇 |

## Use Cases

| Author | Title | Description |
| --------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| StorSwift | [Verifiable Medical Diagnosis](https://balanced-pizza-fc8.notion.site/Medical-zkML-Checklist-66844a082d4e49ee94d4d7f960fd22e6) | A verifiable medical diagnosis web3 app. The aim is to create a robust and reliable platform to empower individuals in their healthcare decision-making process |
| dblancove & dataonchain | Fraud Detection with Verifiable ML | A verifiable anomaly detection model in fraud detection and analysis of bank transaction alerts. |
| John William Q. Embate, Plutarch Romiel Degollacion | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | The ZKML-powered Solar PV Positioning Optimizer Module ensures efficient solar energy use through data-driven reporting and precise PV positioning in the pre-installation phase. |
| Author | Title | Description |
| --------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| StorSwift | [Verifiable Medical Diagnosis](https://balanced-pizza-fc8.notion.site/Medical-zkML-Checklist-66844a082d4e49ee94d4d7f960fd22e6) | A verifiable medical diagnosis web3 app. The aim is to create a robust and reliable platform to empower individuals in their healthcare decision-making process |
| dblancove & dataonchain | Fraud Detection with Verifiable ML | A verifiable anomaly detection model in fraud detection and analysis of bank transaction alerts. |
| John William Q. Embate, Plutarch Romiel Degollacion | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | The ZKML-powered Solar PV Positioning Optimizer Module ensures efficient solar energy use through data-driven reporting and precise PV positioning in the pre-installation phase. |
| Omairos | [Onairos](https://onairos.uk/) | Onairos is a groundbreaking platform that combines the power of Artificial Intelligence, Data Privacy, and Blockchain to create digital personalities. These digital personalities represent individuals and help users interact with the online world while retaining control over their data. By connecting various online data sources, such as social media accounts and Google accounts, users can train AI models that learn to represent them. |

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