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alokwhitewolf/README.md

Hi There 😃

I currently work as a product manager @ AWL, Japan 🇯🇵.

I am a IIT Bombay(2020) graduate🎓 and am into System Engineering, Product development as well as developing Deep Learning based Vision 👀 systems.

Significant engineering efforts of mine have went towards prototyping, improving and optimizing deep learning models in order to serve them via multiple channels such as cloud and edge resources as per customer needs. I have hands on experience in setting up scalable cloud infrastructure, designing microservices and coming up with robust data/ETL pipelines.

  • 🌱 I’m currently learning

    • Japanese 🇯🇵
    • A few guitar chords that I suck at
    • How to throw a perfect spiral 🏈
    • How to get that perfect runny texture on my scrambled eggs 🍳
    • Serving mobile deep learning models over WebAssembly
    • Dabbling with GoLang and Rust
  • 🔭 I’m currently working on

    • Building and setting up data pipelines 🚰 employing Apache Beam, Dataflow and Tensorflow 🔥
    • Lending my expertise as a tech advisor/consultant to a venture backed, silicon valley based stealth startup founded by MIT grads
    • Business Consulting for companies looking to scale up their operations and services in India 🇮🇳
    • Setting up production grade Hasura 👿 and Kubernetes for scalable workloads
  • 👯 I’m looking to collaborate on

    • Product / Business / Tech development or consulting
    • Building something fun :)
  • 💬 Ask me about

    • Why 🏈 >
    • How to productionize your deep learning model
  • 📫 How to reach me:

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  1. Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.

    Python 217 41

  2. Using a GAN based multi scale CNN to predict future frames of a video. Implemented in Chainer

    Python 45 15

  3. Visualizing where the Convolution Network is looking through CAM.

    Python 20 1

  4. Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.

    Python 71 12

  5. Implementation of various Reinforcement Learning Algorithms

    Jupyter Notebook 25 6

  6. Chainer implementation of Deepmind's Visual Attention Model paper

    Python 27 7

1 contribution in the last year

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Contribution activity

December 2021

alokwhitewolf has no activity yet for this period.
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