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.
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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Python
- Django
- HTML
- CSS
Hurry Mover
A robust delivery app admin portal with rider tracking, order management, and insightful analytics (Worked on frontend design).
- NextJS
- TailwindCSS
OLX Clone
A clone of OLX, a website to sell/purchase used/new products.
- 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,
2016
Completed my Secondary School Certifaction.
2018
Completed my Higher Secondary School Certifaction.
2020
Aquired new skills while trying not to catch COVID-19 such as learning Unity Engine and started working as a Freelancer.
2021
Started a few Internships in both Web Development and Machine Learning
2022
Started working as Web Developer at CYGEN Solutions. (Part-time)
2022
Started working as Machine Learning Engineer Intern at AxcelerateAI. (Full-time)
2022
Completed Bachelors in Computer Science and Deep Learning Specialization at Coursera.
2023
Promoted to team lead at AxcelerateAI
2023
Year under progress....