Akash Sindhu

Senior Machine Learning Engineer at PDF Solutions

Burnaby, British Columbia, Canada
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Summary

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Senior
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Top School
Akash Sindhu is a Senior Machine Learning Engineer with 8 years of experience building and shipping deep learning solutions across computer vision and NLP, with a strong practical focus on productionizing models using Vertex AI, Kubeflow Pipelines, Docker, and REST APIs. He designed high-impact anomaly detection and quality-control systems for lithium-ion battery microstructures—combining U-Net, Mask R-CNN and clustering-driven weak labeling to turn scarce labels into robust production models. Comfortable across the ML lifecycle, Akash has implemented real-time image acquisition pipelines, automated one-command Vertex AI deployments, and instrumented model tracking and monitoring for reliable operations. He pairs hands-on engineering with mentorship and cross-functional collaboration, and has repeatedly driven cost and throughput improvements in production settings. Based in Burnaby, BC, he is passionate about end-to-end deep learning solutions and pragmatic automation that move research into measurable business impact.
code8 years of coding experience
job4 years of employment as a software developer
bookBachelor’s Degree Computer Engineering, Bachelor’s Degree Computer Engineering at San José State University
bookProfessional Master of Computer Science Specialization in Big Data, Professional Master of Computer Science Specialization in Big Data at Simon Fraser University
languagesHindi, English
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Stackoverflow

Stats
1reputation
393reached
0answers
2questions
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Github Skills (19)

object-detection-api9
jupyter-notebook9
reinforcement-learning8
aws8
sagemaker8
data-science7
machine-learning7
inference7
amazon-sagemaker7
mlops6
deep-learning6
python6
keras5
machine-learning-models5
tensorflow3

Programming languages (4)

CSSSwiftJupyter NotebookPython

Github contributions (5)

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Senior Year Project - AIes (object detection API)
Contributions:16 commits, 6 PRs, 15 pushes in 8 months
object-detection-api
akashsindhu96/akashsindhu96

Sep 2020 - Oct 2023

Contributions:19 pushes, 1 branch in 3 years 2 months
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