Hey there,

I'm Umair Imran. I'm a Machine Learning Engineer from Lahore, Pakistan. Currently, I am working at AxcelerateAI as a Machine Learning Engineer. I'm passionate about contributing to open-source projects and helping the developer community as much as I can.

My Resume

Projects

AS-One


ASOne is an open-source library that makes object detection and tracking accessible for everyone, including high-school students and educators, inspiring them towards AI-oriented careers. ASOne enables users to set up and use different object detectors and trackers in fewer than 20 lines of code and integrate it with various external devices such as IP cameras.

Tech Stack

  • Python
  • YOLO
  • OCR

Virtual Staging


Virtual Staging is a task of placing different objects in an empty room. In this project I used a diffusion based model to virtually stage, renovate and refurnish a room.

Tech Stack

  • Python
  • YOLO

Watermark Detection


Trained YOLOv7 to detect watermarks (both logo and text) in an image and after that created a FastAPI to host that model model on AWS.

Tech Stack

  • Python
  • YOLO

Intelligent Document Processing


A client wanted to use AI to automatically extract data from invoices and receipts. The extracted data can then be programmatically added to an accounting software such as Quickbooks. This eliminates the need for manual data entry - which is significant for larger companies that may need to process hundreds of invoices and receipts on a recurring basis.

Tech Stack

  • Python
  • NER
  • spaCy

Detecting and Counting Blood Cells


Trained YOLOv7 to detect and count blood cells as my semester project during Machine Learning Course at UET.

Tech Stack

  • Python
  • Diffusion

Image Annotation Tool


Developed an annotation tool for both windows and web to annotate images for detection models. It can also download annoattions in XML or TXT format.

Tech Stack

  • Python
  • Tkinter
  • Flask
  • HTML
  • CSS
  • JS

Google Scolar Clone


Created a clone for google scholar in Django. This project scraps research papers written and published by employees of a specific university from Google Scholors on weekly basisand stores in a database. User can use the frontend to search different papers within the insititute.

Tech Stack

  • Python
  • Django
  • HTML
  • CSS

Hurry Mover


A robust delivery app admin portal with rider tracking, order management, and insightful analytics (Worked on frontend design).

Tech Stack

  • NextJS
  • TailwindCSS

Ufoodee


A food related app.

Tech Stack

  • ReactJS
  • Bootstrap

OLX Clone


A clone of OLX, a website to sell/purchase used/new products.

Tech Stack

  • ReactNative
  • Firebase

Skills

I have extensive experience working with a variety of technologies as a developer. I've developed and maintained multiple projects using these technologies, and I'm always eager to learn more.

  • Python

  • Pytorch

  • Scikit-Learn

  • Tensorflow

  • Keras

  • Git

  • Bash

  • Docker

  • AWS

  • Google Cloud

  • Javascript

  • ReactJS

  • NextJS

  • TailwindCSS

  • Firebase

  • HTML

  • CSS

  • MySQL

  • C#

  • Unity

My Journey

Throughout my journey, I've gained a wealth of knowledge and experience in both development and life in general. I’m always eager to learn more and take on new challenges,

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