Chirav Dave

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Tech Lead at A10 Networks.

Leading the R&D team at A10 Networks to innovate AI-driven solutions for developing and deploying LLM guardrails that safeguard applications against cyber threats. It's been an exhilarating journey, but my passion for artificial intelligence extends far beyond the confines of any single role.
Previously, I was a Research Engineer at DiDi Labs where I architected & implemented a Graph-Based Neural Network to forecast the heading direction of pedestrians within a scene to aid our car's decision-making process. Boosted the model's efficiency from 65% to 72%.

AI/ML

70%

Cloud

50%

System Designing

60%

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, 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 Building Production-Ready LLM Inferencing Pipeline: A Step-by-Step Guide
2 Distributed Training Demystified: A Beginner’s Guide to DDP & FSDP
3 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