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diff --git a/README.md b/README.md
@@ -41,14 +41,14 @@ You can check our official docs [here](https://orion.gizatech.xyz/welcome/readme
 - 🏛 [Hub](https://orion.gizatech.xyz/v/develop/hub/algorithms): A curated collection of ML models and spaces built by the community using Orion framework.
 - 🎓 [Academy](https://orion.gizatech.xyz/v/develop/academy/tutorials): Resources and tutorials for learning how to build ValidityML models using Orion.
 
-## ✨ What's new?
-
-For a detailed list of changes, please refer to the [CHANGELOG](https://github.com/franalgaba/onnx-cairo/blob/main/docs/CHANGELOG.md) file.
-
 ## 💖 Join the community!
 
 Join the community and help build a safer and transparent AI in our [Discord](https://discord.gg/kvqVYbCpU3)!
 
+## 🚀 Orion Usage
+- For an insightful overview of impressive proof of concepts, models, and tutorials created by our community, please visit [Orion Usage](https://github.com/gizatechxyz/orion/blob/main/orion-usage.md).
+- Discover a currated list of tutorials and models developed using Orion in [Orion-Hub](https://github.com/gizatechxyz/Orion-Hub).
+
 ## ✍️ Authors & contributors
 
 For a full list of all authors and contributors, see [the contributors page](https://github.com/franalgaba/onnx-cairo/graphs/contributors).

diff --git a/orion-usage.md b/orion-usage.md
@@ -1,6 +1,6 @@
 # Orion Usage
 
-*Last Update: 12 dec. 2023*
+*Last Update: 21 dec. 2023*
 
 ## Contributors
 
@@ -11,49 +11,54 @@
 
 Learn how to use Orion with tutorials. We encourage you to contribute by sharing your own tutorial.
 
-| Author          | Title                                                                                                                          |
-| --------------- | ------------------------------------------------------------------------------------------------------------------------------ |
-| 0xd3bs          | [Verifiable Support Vector Machine](https://orion.gizatech.xyz/academy/tutorials/verifiable-support-vector-machine)            |
-| Bem Baraki      | [Verifiable Linear Regression Model](https://orion.gizatech.xyz/academy/tutorials/verifiable-linear-regression-model-in-orion) |
-| Raphael Doukhan | [Implement new operators in Orion](https://orion.gizatech.xyz/academy/tutorials/implement-new-operators-in-orion)              |
-| Raphael Doukhan | [MNIST Classification with Orion](https://orion.gizatech.xyz/academy/tutorials/mnist-classification-with-orion)                |
+| Author          | Title                                                                                                                                                   |
+| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Bem Baraki      | [Provable MLR: Forecasting AAVE's Lifetime Repayments](https://orion.gizatech.xyz/academy/tutorials/provable-mlr-forecasting-aaves-lifetime-repayments) |
+| Dataonchain     | [Verifiable Principal Components Analysis](https://orion.gizatech.xyz/academy/tutorials/verifiable-principal-components-analysis)                       |
+| 0xd3bs          | [Verifiable Support Vector Machine](https://orion.gizatech.xyz/academy/tutorials/verifiable-support-vector-machine)                                     |
+| Bem Baraki      | [Verifiable Linear Regression Model](https://orion.gizatech.xyz/academy/tutorials/verifiable-linear-regression-model-in-orion)                          |
+| Raphael Doukhan | [Implement new operators in Orion](https://orion.gizatech.xyz/academy/tutorials/implement-new-operators-in-orion)                                       |
+| Raphael Doukhan | [MNIST Classification with Orion](https://orion.gizatech.xyz/academy/tutorials/mnist-classification-with-orion)                                         |
 
 ## Models
 
 Discover ML models made by the community with Orion!
 
-| Author          | Title                                                                                                                 |
-| --------------- | --------------------------------------------------------------------------------------------------------------------- |
-| Raphael Doukhan | [Tic-Tac-Stark](https://github.com/gizatechxyz/Tic-Tac-Stark)                                                         |
-| 0xd3bs          | [SVM](https://github.com/gizatechxyz/orion_tutorials/blob/main/verifiable_support_vector_machine/notebooks/svm.ipynb) |
-| Bowen           | [Logistic Regression](https://github.com/bowenyou/cairo-logistic-regression)                                          |
-| Bem Baraki      | [Linear Regression](https://github.com/BemTG/Verifiable-Linear-Regression-)                                           |
-| Raphael Doukhan | [MNIST MLP](https://github.com/gizatechxyz/orion_tutorials/blob/main/mnist_nn/QAT_MNIST_MLP.ipynb)                    |
+| Author          | Title                                                                                                                                               |
+| --------------- | --------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Storswift  Labs | [Medical-ZKML](https://github.com/storswiftlabs/Medical-ZKML-Orion)                                                                                 |
+| Bem Baraki      | [Provable Multiple Linear Regression Solver](https://github.com/gizatechxyz/Orion-Hub/tree/main/finance/provable_multiple_linear_regression_solver) |
+| Raphael Doukhan | [Tic-Tac-Stark](https://github.com/gizatechxyz/Tic-Tac-Stark)                                                                                       |
+| 0xd3bs          | [SVM](https://github.com/gizatechxyz/orion_tutorials/blob/main/verifiable_support_vector_machine/notebooks/svm.ipynb)                               |
+| Bowen           | [Logistic Regression](https://github.com/bowenyou/cairo-logistic-regression)                                                                        |
+| Bem Baraki      | [Linear Regression](https://github.com/BemTG/Verifiable-Linear-Regression-)                                                                         |
+| Raphael Doukhan | [MNIST MLP](https://github.com/gizatechxyz/orion_tutorials/blob/main/mnist_nn/QAT_MNIST_MLP.ipynb)                                                  |
 
 # Spaces 
 
 Discover amazing ML apps and POCs made by the community with Orion!
 
-| Author                            | Title                                                                                       |
-| --------------------------------- | ------------------------------------------------------------------------------------------- |
-| ownerofjk, umburloko, coostendorp | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main) |
-| John William Q. Embate, Plutarch Romiel Degollacion| [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) |
+| Author                                              | Title                                                                                                                                                      |
+| --------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| ownerofjk, umburloko, coostendorp                   | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main)                                                                |
+| John William Q. Embate, Plutarch Romiel Degollacion | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) |
+| Storswift     Labs                                  | [Medical-ZKML Backend](https://github.com/storswiftlabs/medical-validityML-backend)                                                                        |
 
 ## Hackathon Projects
 
-| Author                            | Event          | Title                                                                                       | Prizes             |
-| --------------------------------- | -------------- | ------------------------------------------------------------------------------------------- | ------------------ |
-| 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)      |                    |
-| ownerofjk, umburloko, coostendorp | ETHGlobal Ist. | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main) | 🥇 (Starknet track) |
-| 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) | |
+| Author                                              | Event                    | Title                                                                                                                                                      | Prizes             |
+| --------------------------------------------------- | ------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------ |
+| 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)                                                                     |                    |
+| ownerofjk, umburloko, coostendorp                   | ETHGlobal Ist.           | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main)                                                                | 🥇 (Starknet track) |
+| 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) |                    |
 
 ## Use Cases 
 
-| Author                  | Title                              | Description                                                                                                                                                     |
-| ----------------------- | ---------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| StorSwift               | Verifiable Medical Diagnosis       | 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. |