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Antoni Shtipliyski

Engineering Manager, ML · Skyscanner

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Title & Speakers Event
Event PyTorch Meetup #22 2025-10-23
How to fine-tune an open-source LLM and deploy it in Production 2025-10-23 · 19:25
Aniket Maurya – Founder @ Celesto AI

I will show how to easily fine-tune an open source model with LoRa and how to deploy it to Production with LitServe.

lora litserve open source llm
Accelerating Neural Networks Through Quantization in PyTorch for Different Devices 2025-10-23 · 18:50
Kirill Solodskih – Co-Founder @ TheStage AI

We design and apply quantization algorithms for PyTorch DNNs across modern architectures, using PyTorch internals mechanisms to automatically balance quality and speed. We then compile the quantized checkpoints to deliver real-world speedup on different hardware.

PyTorch quantization dnns
Applied ML at Skyscanner 2025-10-23 · 18:15
Antoni Shtipliyski – Engineering Manager, ML @ Skyscanner

We will walk you through the problem domain that Skyscanner is serving and how ML helps us bring more value to the traveller. We will give you examples of characteristic problems we are solving and our efforts to make the problem more repeatable through the development of our realtime publishing and serving platform.

ml realtime publishing serving platform
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