Praveen Narayanan
Staff Software Engineer at Algolux
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolPraveen Narayanan is a Staff Software Engineer in Montreal with 10+ years blending machine learning, computer vision and high-performance parallel computing to solve real-world problems for autonomous vehicles and embedded systems. He currently focuses on bird’s-eye-view estimation at Torc/Algolux, bringing prior work in generative modeling, domain adaptation and speech synthesis from research to production. His background includes accelerating LIDAR point-cloud processing by 5–10x in CUDA and publishing on conditional VAEs for monocular SLAM and domain adaptation at top venues. Praveen’s PhD in fire modeling gave him deep applied-math and simulation expertise—Navier–Stokes solvers, singular perturbation and radiation modeling—that informs his approach to imaging and ray-tracing problems. Comfortable moving between research and engineering, he’s equally at home writing papers and shipping optimized, scalable systems. A new Canadian permanent resident, he combines multidisciplinary curiosity with a track record of turning academic ideas into deployed capabilities.
10 years of coding experience
15 years of employment as a software developer
Indian Institute of Technology MadrasThe University of Maryland, College Park
English, French
Stackoverflow
496reputation
108kreached
10answers
3questions
Github Skills (85)
voice9
style-transfer9
3d-object-detection9
audio8
kitti-dataset8
autoencoder8
neural-style-transfer8
loss8
lidar8
theano8
realtime7
merlin7
deep-learning7
speech7
variational-autoencoder7
Programming languages (3)
Github contributions (5)
pravn/SuperResGANUnet
Apr 2019 - May 2019
Attempt at creating larger images with the StackGAN concept
Contributions:24 commits, 2 PRs, 20 pushes in 5 days
deep-learningcomputer-visionstackgan
pravn/vaegan
Jan 2018 - Sep 2018
Contributions:44 commits, 33 pushes, 6 branches in 8 months
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