Chirav Dave

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Lead AI/ML System Architect at A10 Networks.

Lead AI/ML System Architect specializing in the end-to-end lifecycle of multi-modal models. Skilled in constructing robust fine-tuning pipelines and architecting highly scalable, low-latency deployment infrastructure. Adept at bridging the gap between advanced AI research and enterprise-grade production systems with a focus on reliability and performance.

AI/ML

80%

Cloud

60%

System Designing

80%

what i do.

Machine / Deep Learning

Learn & Build LLM Powered Applications

  • Exploring and researching emerging LLM architectures and advancements.
  • Fine-tuning LLMs using state-of-the-art techniques like SFT, QLoRA, GKD and RL.
  • Deploying LLMs efficiently with vLLM, Docker, Helm, and Kubernetes for scalable production use.

recent work.

Here's some of my recent work

  • all
  • llms
GPTs

GPTs From Scratch

Blogs

# Title Links
1 Distributed Training, Part II: Choosing the Right Strategy — DDP, FSDP, TP+PP, and Beyond
2 Distributed Training Demystified: A Beginner’s Guide to DDP & FSDP
3 Building Production-Ready LLM Inferencing Pipeline: A Step-by-Step Guide
4 Demystifying LLM Training: A Programmatic Guide to Building and Training LLMs

contact me.

Feel Free to Contact

my location:

Pune, India

email address:

davechirav@yahoo.com