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| 1 | +--- |
| 2 | +layout: post |
| 3 | +title: "October 2025 Meetup" |
| 4 | +authors: |
| 5 | + - ramgopalsiddh |
| 6 | +description: "Python Meetup" |
| 7 | +categories: [ meetup, talks, AI ] |
| 8 | +image: "https://secure.meetupstatic.com/photos/event/5/f/9/2/highres_530664466.webp" |
| 9 | +featured: true |
| 10 | +--- |
| 11 | + |
| 12 | +The October BangPypers meetup was hosted at [Amadeus](https://www.linkedin.com/company/amadeus-india/), where we had three insightful talks: Learning End-to-End LLM Lifecycle Management with MLflow, Measuring and optimising the memory footprint of Python objects, and a session on ArgoCD and Argo Workflow. |
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| 15 | +[Ankur Gupta](https://www.linkedin.com/in/ankurgupta1982/) kicked off the event with *Learning End-to-End LLM Lifecycle Management with MLflow*. He detailed the challenges of modern "LLM Ops" and the need for programmatic methods like **DSPy**. Ankur demonstrated how MLflow provides a unified solution to manage this lifecycle, covering prompt versioning, pipeline tracing for crucial visibility, and automated quality checks using **"LLM as a judge"** evaluations. |
| 16 | + |
| 17 | +[**View the Code here**](https://github.com/originalankur/mlflow-dspy-llmops) |
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| 23 | +[Anand B Pillai](https://www.linkedin.com/in/anandbpillai/) followed with a deep dive into *Measuring and optimising the memory footprint of Python objects*. He explained the common pitfalls of using `sys.getsizeof()` and introduced more robust tools like `pympler` for an accurate analysis. The session was packed with practical optimization techniques, highlighting how `__slots__` reduces instance memory, the role of `weakrefs` in managing references, and the efficiency of `namedtuples`. |
| 24 | + |
| 25 | +[**View the slides here**](https://github.com/pythonhacker/talks/blob/master/bangpypers/oct-2025/Python%20Memory%20Footprint%20-%20Talk.ipynb) |
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| 31 | +[Sneha Gupta](https://www.linkedin.com/in/sneha-gupta-tech/) then presented on *Argo CD and Argo Workflows*. Her talk provided an overview of how these powerful tools work together. She explained that **Argo CD** facilitates GitOps and continuous delivery for cloud-native applications, enabling teams to manage infrastructure declaratively. She also covered how **Argo Workflows** serves as a container-native engine for orchestrating complex, parallel jobs directly within Kubernetes, making it ideal for CI/CD pipelines and data processing. |
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| 35 | +A big thank you to all our speakers — **Ankur, Anand, and Sneha** — as well as to our wonderful attendees and our venue partner [Amadeus](https://www.linkedin.com/company/amadeus-india/) for making this meetup a success. Stay tuned for more events and knowledge sharing in the months to come! |
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| 38 | +To stay updated with our future events and discussions: |
| 39 | +- Follow us on Twitter/X - [@__bangpypers__](https://twitter.com/__bangpypers__) |
| 40 | +- Join our Discord community: [Discord Invite](https://discord.gg/Tnhbqh33zd) |
| 41 | +- Follow our meetup schedules: [Meetup Page](https://www.meetup.com/BangPypers/) |
| 42 | +- Subscribe to our mailing list: [Mailing List](https://mail.python.org/mailman/listinfo/bangpypers) |
| 43 | +- Follow us on Linkedin - [@bangpypers](https://www.linkedin.com/company/bangpypers) |
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