From af3bf0ed5fa036abd4b0c889070d511122beab61 Mon Sep 17 00:00:00 2001 From: Kunal Date: Sun, 11 Feb 2024 19:46:16 +0530 Subject: [PATCH] updates 11feb --- assets/images/45.png | Bin 0 -> 365700 bytes assets/images/chatbot.webp | Bin 0 -> 135966 bytes assets/images/space1.jpeg | Bin 0 -> 85972 bytes assets/images/work-1.jpg | Bin 39596 -> 0 bytes assets/images/work-2.jpg | Bin 39140 -> 0 bytes assets/images/work-3.jpg | Bin 29577 -> 0 bytes assets/images/work-details-image-1.jpg | Bin 92753 -> 0 bytes assets/images/work-details-image-2.jpg | Bin 55375 -> 0 bytes index.html | 67 +++++++++++++------------ 9 files changed, 34 insertions(+), 33 deletions(-) create mode 100644 assets/images/45.png create mode 100644 assets/images/chatbot.webp create mode 100644 assets/images/space1.jpeg delete mode 100644 assets/images/work-1.jpg delete mode 100644 assets/images/work-2.jpg delete mode 100644 assets/images/work-3.jpg delete mode 100644 assets/images/work-details-image-1.jpg delete mode 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HI THERE - I’m Kunal
ML Dev + AI Consultant in India. + I'm Kunal
ML Dev + AI Consultant in India.

  • 3+ - Experience + Overall Experience
  • - 89 - Projects -
  • -
  • - 52 - Happy Clients + 4 + Successful Projects
@@ -85,9 +82,10 @@

About Me

Machine Learning Lead at Adsys a med-tech startup based in Jaipur, India.
- In my prior role as ML-OPS Head at Appyhigh Technologies , a mobile internet startup, I specialized in deploying pipelines for models using frameworks like TensorFlow Serving, TorchServe, and Nvidia Triton Server.
- My expertise spans in deploying Generative-AI models, model optimization and efficient data pipeline management. + In my prior role as ML-OPS Head at Appyhigh Technologies, a mobile internet startup, I specialized in deploying pipelines for models using frameworks like TensorFlow Serving, TorchServe, and Nvidia Triton Server.
+
My expertise spans in deploying and fine-tuning Large Language Models (LLMs) and other cutting-edge Generative AI models, as well as managing efficient data pipelines. Furthermore, I bring valuable experience in constructing Elastic Search and Apache Airflow pipelines to enhance organizational workflows. +

In addition to my professional experience, I hold a Bachelor's degree in Electronics and Communication Engineering from The LNM Institute of Information Technology (LNMIIT).

Download Resume @@ -104,13 +102,14 @@

About Me

Core Skills

    -
  • Python
  • -
  • Pytorch
  • -
  • Tensorflow
  • -
  • Chat-Gpt
  • +
  • Text Generation Inference
  • +
  • Langchain
  • +
  • Pytorch
  • +
  • Tensorflow
  • +
  • Chat-GPT
  • ML-Ops
  • +
  • Python
  • -
  • Langchain
  • @@ -179,48 +178,50 @@

    Latest works

    Phot.AI

    Phot.AI, an innovative ecosystem developed by Appyhigh Technologies, seamlessly integrates Generative AI Tools, APIs, and Plugins for advanced AI-powered photo editing and visual design.
    - As the ML-Ops head, my responsibilities included deploying cutting-edge generative AI models inference pipelines through tools like Kubeflow, while also optimizing server costs to enhance efficiency. + As the ML-Ops head of this project, my responsibilities included deploying cutting-edge generative AI models inference pipelines through tools like Kubeflow, while also optimizing server costs to enhance efficiency.

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Cute cookies app

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Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis quis sem maximus, ornare metus ut, congue enim. Sed fermentum nulla tellus, quis efficitur mauris tristique efficitur. Aliquam rhoncus sem sed ullamcorper venenatis. Aenean malesuada eu orci non sodales.

+

Fine-Tuning and Hosting Mistral-7B using TGI

+

Fine-Tuned a 7billion parameter model using huggingface on a 24GB VRAM A10g. The process involved creation of synthetic dataset using GPT4 APIs, which was cleaned before undergoing Parameter-Efficient Fine-Tuning (PEFT) on our systems. This process leveraged advanced quantization methods provided by quantization techinques from bits and bytes and Axotol. +
The Model will be hosted using TGI framework by huggingface. +

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Ready to talk?

Feel free to contact

Lets Talk - © 2023 All rights reserved. +