Profile

Ali Hassan

Engineering Manager – Computer Vision & AI

8.5

Years of Experience

Education

information technology university, virtual university of pakistan

Companies

motive, motive, ingrain.io, techarete, lahore university of management sciences, lahore university of management sciences

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Email

Email (Verified)

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Experience

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    2020 - Present

    motive

    Engineering Manager – Computer Vision & AI

    Leading a team of Research Scientists and Engineers in the area of Computer Vision and Machine Learning.

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    2017 - 2020

    motive

    Sr. Software Engineer – Computer Vision

    • Developed cloud-based ML services capable of detecting close following, unsafe lane change, and distracted driving • Developed efficient video labeling pipeline to annotate safety-critical driving performance events, capable of processing over 98% of videos within 10 minutes SLA. 2.7 MM videos have been processed/annotated to date • Developed Driver ID feature to automatically identify drivers for unassigned driving periods • Built state-of-the-art algorithms for lane detection and vehicle distance estimation. Lane detection method improves state-of-the-art by +7.8%, +6.8% and +1.2% of F1 scores on CULane, Caltech and TuSimple datasets, respectively. Whereas distance estimation algorithm beats RADAR! • Currently developing algorithms for AI Dashcam to detect events such as close following, unsafe lane change, and distraction on the edge


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    2014 - 2017

    ingrain.io

    Lead Computer Vision Engineer

    500 Startups backed company focused on enabling Mixed Reality on Smartphones. • Developed novel position tracking technology for smartphone Augmented Reality that required less than 30% of smartphone resources at the time (ingrain.io) • Developed algorithms for advanced video parsing, scene analysis, and augmentation – enabling real-time Automatic Native Advertisement. Ran campaigns with Maker Studios and GEICO on YouTube. Launched with Geo TV

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    2013 - 2014

    techarete

    Computer Vision Software Engineer

    National ICT R&D Fund backed company automating ads analytics for broadcast TV and Radio channels. • Implemented novel algorithms for audio and visual content matching, indexing, retrieval, and multimodal fusion • Implemented pipeline for detecting repeated content such as ads and TV shows from live broadcast Radio and TV streams in real-time

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    2012 - 2012

    lahore university of management sciences

    Teaching Assistant

    Conducted labs, created assignments, and supervised term projects of the Computational Problem Solving course

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    2011 - 2013

    lahore university of management sciences

    Research Assistant (Computer Vision)

    Worked in Computer Vision Lab with Dr. Murtaza Taj (www.cvlab.lums.edu.pk) • Devised and implemented a novel and efficient 2D human pose estimation and tracking algorithm which requires 80% less computations as compared to the state-of-the-art • Published two top-tier conference papers and a Springer book chapter

Experience

45 Skills

Algorithms

Algorithms

Amazon EC2

Amazon Web Services (AWS)

Android

Android Development

Artificial Intelligence (AI)

Artificial Neural Networks

Augmented Reality (AR)

Augmented Reality (AR)

AWS Lambda

Boost C++

C

CMake

Computer Science

Computer Vision

Computer Vision

Convolutional Neural Networks (CNN)

Deep Learning

Deep Neural Networks (DNN)

Github

Image Processing

Java

Kubernetes

LESS

Machine Learning

Machine Learning (ML)

Microsoft Visual Studio C++

Mobile Applications

Neural Networks

Object Detection

OOP

OpenCV

Pattern Recognition

Programming

Python

Research

Research Scientist

Senior Software Engineer

Software Development

Software Engineer

Software Engineering

TensorFlow

Terraform

Vision

Education

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    2015 - 2018

    information technology university

    Master’s Degree

    Computer Science

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    2007 - 2012

    virtual university of pakistan

    Bachelor's Degree

    Computer Science

Colleagues at motive

Ankit Singh

Software Engineer

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Ankur Prakash

Software Engineer

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Antonio Mendoza

Senior Perception Engineer

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Areeba Ayyaz

Software Engineer- Backend

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Arpita Nayak

Technical Recruiter

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Colleagues at motive

Prateek B.

Senior Director of Product Management

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Pradeep Kumar Sahu

Software Engineer Intern

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Pranav Pandey

Perception Engineer

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Pratibha Shree

Software QA Engineer

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