Name: [In-Person] PyLadies Dublin Mar Meetup @ LinkedIn
Start: 2024-03-19T17:30:00Z
End: 2024-03-19T19:00:00Z
Location: LinkedIn One Wilton Park

🆙 We are delighted to be back in LinkedIn who are hosting us this month, thanks to Katrina Enros for helping us out at short notice. 💖
*NOTE: There will be no food, but tea/coffee and water is provided at the venue.*

💻 Bring your own laptop (code on own project, looking for help, demo something, break out sesh with speaker, what happens at PyLadies keeps going and being awesome! 😆)

ℹ️ Announcement, slides and resources: [https://github.com/pyladiesdublin/mar-talks-2024](https://github.com/pyladiesdublin/mar-talks-2024)

**Host:**

* [LinkedIn](https://careers.linkedin.com/Locations/Dublin)

**Community Partners:**

* [Coding Grace](https://codinggrace.com/)
* [PSF](https://www.python.org/psf/): Meetup
* [PyLadies](https://pyladies.com/)

NOTE: This won't be live-streamed.

Rough running order (subject to change):

* **17:30** Registration & settle in.
* **17:35** **\- 17:45** Welcome & announcements
* **17:45 - 18:30** "Efficient Deployment and Debugging of a Fine-Tuned Language Model Classifier Using Python SDK & Cloud Tools" by Samira Korani
* **18:30 - 19:00** Talks, coding & Networking
* **19:00** Event ends

**TALKS**
**Talk 1: Efficient Deployment and Debugging of a Fine-Tuned Language Model Classifier Using Python SDK & Cloud Tools by Samira Korani**
(45 mins) In the rapidly evolving landscape of artificial intelligence, deploying and debugging fine-tuned language models (LLMs) efficiently in cloud environments has become a critical skill for developers and researchers. This talk delves into the practical aspects of deploying a fine-tuned LLM classifier using Python Software Development Kit (SDK) in a cloud-based setting. We begin by exploring the fundamentals of LLMs, emphasizing the significance of fine-tuning these models to achieve enhanced performance in specific tasks. The core of the talk focuses on the deployment process. We discuss the integration of Python SDK with popular cloud platforms, providing a step-by-step guide on preparing the environment, deploying the fine-tuned LLM, and ensuring seamless integration with cloud resources. Emphasis is placed on the scalability and efficiency of deployment, catering to the needs of high-traffic applications.A significant portion of the presentation is dedicated to debugging strategies in the cloud. We address common challenges encountered during the deployment of LLM classifiers, such as performance bottlenecks, model inconsistency, and resource management issues. Practical solutions and best practices for monitoring, logging, and troubleshooting are presented, utilizing the capabilities of Python SDK and cloud tools

This session introduces the benefits of python in cybersecurity and how you can use python to solve cyber challenges.

\-\-\-

**📢 CALL FOR SPEAKERS**
Interested in speaking at our upcoming meetups in **2024 (June onwards)**:
[https://sessionize.com/pyladies-dublin-meetup](https://sessionize.com/pyladies-dublin-meetup)

**🏢 LOOKING FOR VENUE**
If your organisation has space for 25-30 people, let us know, we would like to reach out and partner with them to host our meetup.

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🔍 **FAQ**
**Q. I'm not female, is it ok for me to attend?**
A. Yes, PyLadies Dublin events are open to everyone at all levels.

**Q. What do you do at PyLadies Dublin Meetups?**
A. We have short (or long talks), demos, folks working on their own projects, ask questions on Python-related topics, work on projects together or generally chit-chat & meet like-minded people.

**Q. Do you have a Code of Conduct?**
A. Yes, you can find it at [dublin.pyladies.com](https://dublin.pyladies.com/)

**Q. I am interested in giving a talk, where do I submit my interest and talk details?**
A. You can submit your talk details to the following form:
[https://sessionize.com/pyladies-dublin-meetup](https://sessionize.com/pyladies-dublin-meetup)

Any other enquiries, email [dublin@pyladies.com](mailto:dublin@pyladies.com)

Vicky Twomey-Lee

Michael Twomey

PyLadies Dublin

Python Software Foundation Meetup Pro Network

Python Software Foundation

Coding Grace

PyLadies

Technology

Python Web Development

Django

Web Design

Web Development

Web Technology

Open Source

Software Development

Programming Languages

Internet Professionals

Computer Programming

Python

Women in Technology

Women Programmers

I have been working in the Computer Science field since 2013, working on natural language processing, and machine learning problems. Before choosing the computer science field for my career, as a young woman in an ideological country like Iran, my mind was full of philosophical questions. I tried to find myself and answer my primary enigma, “Living my life, my way.” I started my journey among people, places, songs, movies, dances, sports, and languages. I need that journey, and I believe everybody needs the journey. Finally found my way into tech. I designed and developed many AI-based software, After a while, I have decided to get back to academia. I am doing PhD at NUIG.

* [https://www.linkedin.com/in/samira-korani-056954143/](https://www.linkedin.com/in/samira-korani-056954143/)

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