This event is hosted by the [CoderRange](https://www.meetup.com/coderrange-ai-bigdata-datascience/) Meetup group.

MLOps simplified the baseline processes making it easy to build models at scale today. But there has little or no focus on ML acceptance. Any AI/ML model can fail, models are not explainable by design, models can carry the risk of usage during production and model auditing is very complex. Deploying AI for mission-critical use cases requires additional layers like explainability, monitoring, audit readiness, data privacy and risk mitigation to ensure the AI solution is acceptable to all stakeholders.

Agenda:

1. Introducing ML Observability
2. Using ML Observability for model monitoring, model explainability and auditing.
3. Designing the policy layers to manage model usage risk in ML Observability.

AryaXAI - Responsible AI Cloud.

Ketaki Joshi

Vinay Kumar

Manav patel

How to design ML Observability for high-risk AI use cases

Online event

Welcome to SSI Club's first hackathon event.

Theme: Build production-ready ML environments for regulated use cases using AryaXAI

Location: Bangalore (Around Koramangala or HSR Layout. Final details will be shared in the confirmation email).

What is SSI Club ([https://ssiclub.ai/](https://ssiclub.ai/))?
SSI Club is an invite-only group of AI researchers and practitioners from academia, startups, enterprises or VCs to contribute to open-source research around Safe Superintelligence.

What is the meetup about?

This is our first meetup event. We are organizing a set of activities, such as a Paper Presentation, Workshop, and Hackathon.

What is the agenda:
10.00 am - Welcome and introductions
10.40 am - Paper Presentation (TOPIC TO BE CONFIRMED)
11.15 am - Workshop on AryaXAI
12.15 pm - Discussion on the problem statement and team introductions
1.30 pm - Hackathon starts
1.30 pm - Lunch served.
4.00 pm - Check-in
6.30 pm - Presentation starts.
7.00 pm. - Announcing winners.

Hackathon Problem statement:

Deploying AI in a highly regulated industry requires a model, but it is only a tiny part of the solution. To make the AI solution acceptable to all stakeholders, it needs to address other critical issues like explainability, model stability, and model bias and manage the usage risks. I

n this hackathon, you are provided a dataset to create an entire environment setup using AryaXAI as the ML observability tool. You can use any notebook environment to build the model like colab, jupyter notebook etc.

What is AryaXAI?

AryaXAI is a full-stack ML observability for mission-critical AI, providing tools and libraries to make AI explainable, auditable, and safe to scale. The product is currently invite-only access. Hackathon attendees will be given access during the event.

Prizes:

Minimum Qualification: > 50 marks on evaluation.
Scoring criteria will be shared in the email after approval.

Cash prizes:
#Winner: ₹10K

AryaXAI Credits:
\# 1st prize: ₹25\,000 AryaXAI credits \(Subscription Plan \+ ₹7\,500 compute credits\)
\#\# 2nd prize: ₹10\,000 AryaXAI credits \(Subscription Plan \+ ₹ 5\,000 compute credits\)

\#\#\# 3rd Prize: ₹5\,000 AryaXAI credits \(Subscription Plan \+ ₹ 5\,000 compute credits\)

Hiring and internships:

Selected winners will be directly referred to the 2nd stage of the interview for the full-time Data Scientist role or internship.

For reference, 2nd stage refers to the technical round, and after this round, the candidate will be qualified technically, and only the HR round will be left to close the offer letter.

AryaXAI credits are non-transferable and usable only by the assigned user ids. The subscription plan details are communicated to the winners after the event.

Pratik Pathak

SSI Club: Hackathon

Get My Parking Bangalore

Welcome to SSI Club's first hackathon event.

Theme: Build production-ready ML environments for regulated use cases using AryaXAI

Location: HSR Layout, Bengaluru. Final details will be shared in the confirmation email. So ensure you fill the registration form.

**Registration form:** [https://aryaxai.typeform.com/to/tdgBXkzQ ](https://aryaxai.typeform.com/to/tdgBXkzQ)

**What is SSI Club** ([https://ssiclub.ai/](https://ssiclub.ai/))?

SSI Club is an invite-only group of AI researchers and practitioners from academia, startups, enterprises or VCs to contribute to open-source research around Safe Superintelligence.

**What is the meetup about?**
This is our first meetup event. We are organizing a set of activities, such as a Paper Presentation, Workshop, and Hackathon.

**Agenda:**

* 10.00 am - Welcome and introductions
* 10.40 am - Paper Presentation '*Does the Fairness of Your Pre-Training Hold Up? Examining the Influence of Pre-Training Techniques on Skin Tone Bias in Skin Lesion Classification'* By Pratinav Seth, Research Scientist, Arya.ai
* 11.15 am - Workshop on AryaXAI
* 12.15 pm - Discussion on the problem statement and team introductions
* 1.30 pm - Hackathon starts
* 1.30 pm - Lunch served.
* 4.00 pm - Check-in
* 6.30 pm - Presentation starts.
* 7.00 pm. - Announcing winners.

**Hackathon Problem statement:**
Deploying AI in a highly regulated industry requires a model, but it is only a tiny part of the solution. To make the AI solution acceptable to all stakeholders, it needs to address other critical issues like explainability, model stability, and model bias and manage the usage risks.

In this hackathon, will be provided with a dataset to create an entire environment setup using AryaXAI as the ML observability tool. You can use any notebook environment to build the model like colab, jupyter notebook etc.

**What is AryaXAI?**
AryaXAI is a full-stack ML observability for mission-critical AI, providing tools and libraries to make AI explainable, auditable, and safe to scale. The product is currently invite-only access. Hackathon attendees will be given access during the event.

**Prizes:**
Minimum Qualification: > 50 marks on evaluation. Scoring criteria will be shared in the email after approval.

* **Cash prizes:** #Winner: ₹10K
* **AryaXAI Credits:**
\# 1st prize: ₹25\,000 AryaXAI credits \(Subscription Plan \+ ₹7\,500 compute credits\)
\#\# 2nd prize: ₹10\,000 AryaXAI credits \(Subscription Plan \+ ₹ 5\,000 compute credits\)
\#\#\# 3rd Prize: ₹5\,000 AryaXAI credits \(Subscription Plan \+ ₹ 5\,000 compute credits\)
* **Hiring and internships:** Selected winners will be directly referred to the 2nd stage of the interview for the full-time Data Scientist role or internship. For reference, 2nd stage refers to the technical round and after this round, the candidate will be qualified technically and only the HR round will be left to close the offer letter.

AryaXAI credits are non-transferable and usable only by the assigned user IDs. The subscription plan details are communicated to the winners after the event.

Safe Superintelligence Club (SSI Club)

Hackathon - Safe Superintelligence (SSI) Club

AryaXAI - Responsible AI Cloud

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