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In the quest for knowledge and making it more accessible for others.
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In the quest for knowledge and making it more accessible for others.

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adumrewal/README.md

Hello | Hola | Bonjour | Hallo | नमस्ते | 你好 | مرحبا 👋

Builder | Computer Vision | NLP | Deep Learning | AI Systems | Microsoft | IIT Madras
  • 💡 Passionate about building scalable AI systems and translating research into real-world applications.
  • 🌱 I specialize in AI product development from ideation to production, with a focus on customer value.
  • 🔭 I’m currently working on cutting-edge AI/ML projects, including Gen AI, deep learning, and computer vision.
  • 🎓 IIT Madras, CSE | TU München | Microsoft | IBM Research

Summary 🚀

A strong foundation in product thinking combined with deep technical expertise drives the creation of AI solutions that generate clear value for customers. The true potential of AI lies in delivering measurable business outcomes, and the focus is always on designing and deploying transparent AI systems that solve complex problems while fostering growth for users and enterprises.

GitHub Stats 📊

Profile Views

Contributions 📈

  • Over 500 contributions 🚀 in the past year across 25+ repositories.
  • Open-source projects, including Hugging Face, YOLOv5, SIFT Image Similarity, and Deep Image Matting.
  • Led multiple high-impact projects at 56 Secure and Microsoft.
  • Built for the community at Schmooze: Meme-Based Dating App and CitiCafe.

Highlighted Projects 📋

  • SIFT Image Similarity: An interactive Python implementation of the SIFT algorithm for image similarity. ⭐ 180+ stars
  • Deep Image Matting: Simplified deep image matting training with TensorFlow and Keras. 🚀 39+ stars
  • Production Python Server: A production-ready server leveraging Elastic APM, Docker, and Flask. 🔧🌎
  • Adaptive Cards: Open exchange format enabling developers to exchange consistent UI content. ✨ 1.7k+ stars

Achievements 🏆

  • Lead Engineer for AI-based Video and Location Surveillance products (200M+ image, 3B+ location data points).
  • Scaled Microsoft Teams features to 20M MAU, leading UI automation and growth.
  • Recognized by ACM IUI and ACM CoDS for pioneering research in AI/NLP and citizen engagement.

Consulting Services 💼

I observed that many firms excel at building AI proof-of-concepts (POCs) but struggle to scale them into sustainable businesses. With years of experience in AI product development, the focus is on helping companies bridge this gap. Let’s discuss how AI can transform your business.

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  1. microsoft/AdaptiveCards microsoft/AdaptiveCards Public

    A new way for developers to exchange card content in a common and consistent way.

    C# 1.7k 543

  2. SIFTImageSimilarity SIFTImageSimilarity Public

    Interactive code for image similarity using SIFT algorithm

    Python 181 40

  3. imageMatting imageMatting Public

    Simplified Deep Image Matting training code with keras on tensorflow

    Python 39 6

  4. role-based-login-architecture role-based-login-architecture Public

    Flutter: Role based user authentication and login management. Simplified and modular architecture

    Dart 39 11

  5. python-production-server python-production-server Public template

    A boiler plate python production server using elasticsearch, elasticAPM, Docker and flask. Modular code with all the necessary code for setup and easily configurable based on usecase.

    Python 7 3

  6. mtcnn-landmark-detector mtcnn-landmark-detector Public

    Facial Landmark detector - eyes, nose, mouth (CPU compute optimised, IoT capable)

    Python 6