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✉️ [email protected]

Some of the stacks that I have worked on before:

  • 🙌 No Code: Bubble.io, Webflow, FlutterFlow, Directus
  • ‍💻 Fullstack: Next Js, Django, Flask, Celery, Fast API, Astro,
  • 📊 Data: Python, Matlab, BigQuery, AirByte, Mage
  • 📈 Analytics: Mixpanel, GA4,
  • 🤖 AI: Pytorch, Tensorflow, Keras, Scikit Learn, LangChain,
  • 📦 CAD: Fusion 360, AutoCAD, SolidWorks,
  • 🐛 Others: Notion, Trello, Git

I am well-versed in a variety of domains, including NLP, CV, Deep Learning, Data Science, and Machine Learning, as well as Mechanical Engineering Design and Supply Chain Management. My tech stack includes expertise in Pytorch, TensorFlow, Keras, Sci-kit Learn, and Matlab, among others. I am currently learning MLOps and Data Engineering, and am always open to discussing emerging technologies and innovative engineering solutions.

In addition to my technical skills, I speak the languages of design, product, tech, and the art of learning. I am a problem solver at heart, and take ownership of my work, ensuring that the buck stops with me. I am always eager to connect with others and hear their perspectives, so don't hesitate to reach out if you want to discuss anything from emerging tech to case studies. You can find more about me at Usama.Buildberg.co.

Usama Navid's Projects

generative_deep_learning_2nd_edition icon generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

ml-in-production icon ml-in-production

practice notebooks (😂 yes notebooks) for learning tools used in ml in production

nought-audio icon nought-audio

implementing nought and audio models to generate audio from documents

pepsico-lab-potato-chips-quality-control icon pepsico-lab-potato-chips-quality-control

A lot of research is being done to improve the quality of the food. Frito-Lay is the subsidiary of Pepsico that makes globally famous potato chips. The chips get burnt due to during the process. There is a minimum requirement for the amount of the burned or damaged part that can be on a chip. As a PepsiCo intern, you are advised to build a deep learning-based approach towards solving the quality issues of potato chips. You are advised to find the area of the chips that is damaged. Also research about other chips quality control methods that are being researched in academia and industry.

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