Profile

Ali Taalimi, PhD

Machine Learning Software Engineer at Google

6.8

Years of Experience

Education

university of tennessee knoxville, sharif university of technology, amirkabir university of technology tehran polytechnic

Companies

google, cruise, verisk analytics, honda research institute usa inc., university of tennessee

Reach out to Ali Taalimi, PhD via Email, InMail and SMS drip

by installing Chrome extension

Ali's contact details

Email

Email (Verified)

paXXXXXXXXXXXXXXXXXXXXXXom

Experience

  • img

    2021 - Present

    google

    Machine Learning Software Engineer

  • img

    2017 - 2021

    cruise

    Senior Software Engineering - Machine Learning

    • Worked as a Machine Learning Software Engineer for a robotics company. Duties included: data processing, model design, training and deployment, testing and evaluation, programming, research and development, machine learning pipeline, and troubleshooting. • Led a team of engineers to launch a new product to make high quality training data for AI applications. Results saved the company $15M. • Designed metrics and testing framework to evaluate the machine learning models and tracking system in perception stack. • Researched, designed, and developed statistical and machine learning solutions for 3D object detection and multi-target tracking. TECHNICAL SKILLS: Programming: C++, Python, R Data Manipulation : Pandas, SQL Vision/ML Libraries : TensorFlow, PyTorch, Scikit-Learn, OpenCV Efficient Data Storage : Apache Parquet Distributed Data Processing : Apache Beam, Google DataFlow, Petastorm Other Skills: Computer Vision; Machine Learning & Pattern Recognition; Signal Processing

  • img

    2016 - 2017

    verisk analytics

    Machine Learning Scientist

    • Investigated OCR recognition with Long Short-Term Memory Recurrent neural networks. • Exploited data augmentation, dataset preparation, fine-tuning for business interest. • Utilized end-to-end text recognition with convolutional neural networks.

  • img

    2015 - 2015

    honda research institute usa inc.

    Research Intern

    • Investigated car localization using HD maps and camera images on roads with or without lane markings. • Utilized relative localization using lane markings and road boundaries based on flat ground plane assumption. Working on calibration and required transformations to generate an Inverse Perspective Mapping (IPM) image and projecting map data to IPM image. •Investigated global self-localization by projecting map data directly to image without going through IPM image. Utilized constrained nonlinear optimization and particle filtering using all 6 degree of freedom (longitude, latitude, altitude, yaw, pitch, roll) to overlay detected lanes and map data.

  • img

    2010 - 2017

    university of tennessee

    Graduate Research Assistant

    Worked on Learning Multimodal Structures in Computer Vision; Multimodal Data Representation; Visual Target Tracking; Multi-Target Tracking; and Action Recognition.

Experience

35 Skills

apache

Artificial Intelligence (AI)

Collaboration

Computer Vision

Convolutional Neural Networks (CNN)

Data Processing

Design

Machine Learning (ML)

Neural Networks

Object detection

OpenCV

Pandas

Pandas (Software)

Pattern Recognition

Problem solving

Python

Pytorch

R

Recurrent Neural Networks (RNN)

Research

Research and Development (R&D)

Research Scientist

Robotics

Scikit

Scikit-Learn

Signal Processing

Software Engineer

Software Engineering

SQL

storage

Tensorflow

test

testing

Troubleshooting

Vision

Education

  • img

    2010 - 2017

    university of tennessee knoxville

    Doctor of Philosophy (Ph.D.)

    Computer Engineering

  • img

    2007 - 2009

    sharif university of technology

    Master of Science (M.Sc.)

    Bioengineering and Biomedical Engineering

  • img

    2002 - 2006

    amirkabir university of technology tehran polytechnic

    Bachelor's Degree

    Electrical and Electronics Engineering

Colleagues at google

johnny lee

software engineer

imgPhoneimgEmail

Justin Chan Lim

Recruiting Specialist

imgPhoneimgEmail

james liu

software engineer

imgPhoneimgEmail

josh gao

senior software engineer

imgPhoneimgEmail

Show more

Others named Ali

Ali Hasnain

Software Engineer

 at google

Ali Doggaz

Senior Admissions Specialist

 at google

Ali Hassan

Senior Software Engineer

 at google

Ali Imran

Senior Software Engineer

 at google

Ali Altaf

Software Development Engineer

 at google

Show more

Colleagues at cruise

Joe Tam

R&D AV Operations Lead

imgPhoneimgEmail

Johnny El-Hayek

Senior Software Engineer

imgPhoneimgEmail

José Carlos Pujol

Senior Software Engineer

imgPhoneimgEmail

Josh Southern

Senior Software Engineer

imgPhoneimgEmail

Show more

Colleagues at verisk analytics

Mahendra Khened

Data Scientist II

imgPhoneimgEmail

Vikas Vats

Head of Analytics Products & Chief Analytics Officer

imgPhoneimgEmail