Babar Ali

Key Skills

Software

Appen

Dataloop

Encord

Labelbox

Supervisely

Internal/Proprietary Tooling

Top Subject Matter

Medical Imaging labeling (Pneumonia and Casia dataset)

Object detection in distant video frames and images

Gait analysis under normal and covariate conditions

Top Data Types

Image

Text

Video

Top Label Types

Emotion Recognition

Object Detection

Question Answering

Segmentation

Text Generation

Freelancer Overview

I am a Deep/Machine Learning practitioner having earned my Masters degree in Computer Science with research focused in Computer Vision domain. I a working as lecturer in Computer Science from past 3 years. I've worked on various image, video and text datasets during my work and studies. My projects include Pneumonia detection and Classification, Automatic Urdu Caption generation for images and videos, End-to-end Gait recognition system for covariate conditions, Text Sentiment Analysis, Automated CV Ranker, Movies recommender system and many more. During these projects, I've worked on various datasets including CASIA OUR-ISIR datasets for gait analysis under normal and covariate conditions, Twitter dataset for sentiment analysis, various Kaggle datasets for Pneumonia and Covid detection/classification, etc. I'm not only proficient in data labeling but also working with deep learning models hence having good knowledge of impact of data on models performance.

Labeling Experience

Gait analysis for normal and covariate conditions

LabelboxImageBounding BoxSegmentation

Project focused on accurate target classification using gait analysis under covariate conditions (where subjects could be wearing bags, coats etc or having speed variations). Huge dataset consisting of videos and images of various subjects from different angles was used and labelled.

Project focused on accurate target classification using gait analysis under covariate conditions (where subjects could be wearing bags, coats etc or having speed variations). Huge dataset consisting of videos and images of various subjects from different angles was used and labelled.

2022 - 2023

Urdu Caption generation for Images

Internal Proprietary ToolingImageSegmentationText Generation

A deep learning model was built to generate urdu captions for images. First it was trained on images and text containing captions, and then tested to generated urdu captions on unseen images.

A deep learning model was built to generate urdu captions for images. First it was trained on images and text containing captions, and then tested to generated urdu captions on unseen images.

2022 - 2022

Education

Work History