David Scott Email and Phone Number
David Scott work email
- Valid
David Scott personal email
As technology advances, I believe that companies striving to be leaders must enable the talents of professionals in machine learning and artificial intelligence to propel their business with data.I'm a Métis (https://indigenouspeoplesatlasofcanada.ca/section/metis/) Machine Learning (ML) Engineer that thrives on building ML systems that drive business processes. I pride myself on being an effective communicator, leader, and a community builder, which I've been a recipient of several awards from academic, government, and community institutions. Previously, I lived in China & Singapore where the Chinese language and culture peaked my interest. Since then, I've worked diligently to learn and maintain bilingual fluency in Chinese and am comfortable working in an English or Chinese working environment. An intellect at heart and a curious person by nature. I'm always growing my skillset and love collaborating with others.
Instacart
View- Website:
- instacart.com
- Employees:
- 501
- Company phone:
- + 1 888 317 8968.
- Company email:
- feedback@instacart.com.
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Senior Machine Learning EngineerInstacart Sep 2024 - PresentSan Francisco, Ca, UsLogistics ML & Intelligence
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Senior Machine Learning EngineerInstacart Sep 2023 - Aug 2024San Francisco, Ca, UsCaper AI - one Patent Pending (First Author)Research and implementation of computer vision algorithms using segmentation, attention, binary masks, images to perform real-time classification of items.Deploying embedded machine learning models for computer vision on Android using Kotlin, C++ to perform real-time inference of products using product recognition (via embedding similarity).Training and fine-tuning embedded machine learning models using pytorch/ tensorflow/ tflite for scalable use on hardware devices to empower computer vision processes using cameras in real time. Empowering machine learning infrastructure within the Caper team inside Instacart.
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Machine Learning EngineerInstacart Mar 2022 - Aug 2023San Francisco, Ca, UsCaper AISupporting software engineering & machine learning infrastructure for Caper AI computer vision processes served in real-time on edge devices. Software development, machine learning, machine learning infrastructure, computer vision, edge serving, algorithm design, ML model implementation on hardware devices, distributed training on-cloud & on-prem, optimizing distributed training of deep learning models, IOT, AWS micro-services, parallel processing, CI/CD Pipelines for ML/ AI, and hardware (GPUs, Jetson, etc). Tools: Docker, Kubernetes, Kubeflow, Ray, AWS (EKS, ECR, EC2, EFS, FSx, VPCs, load-balancing, S3, etc), GCP, Terraform, Gitlab, Github, Datadog, HelmLanguages: Python & C++.Hardware: Nvidia GPUs, Nvidia Jetson, Linux, IOT.
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Machine Learning Engineer - Team LeadAcronis Sep 2021 - Feb 2022Schaffhausen, Switzerland, ChNLP / Threat Detection TeamManaged a team of 5 Machine Learning Engineers and Software Developers on the research and implementation of threat detection algorithms inside existing production software systems. -
Machine Learning EngineerAcronis Jan 2021 - Sep 2021Schaffhausen, Switzerland, ChBuilding machine learning infrastructure and pipelines to support MLOps and classification processes' using Apache Airflow, Apache Spark, Kafka, MLflow, Docker, Cassandra, etc. Worked to solve cybersecurity threats using NLP methods and large scale malware clustering.
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Machine Learning Engineer, Founder In ResidenceEntrepreneur First Dec 2019 - Dec 2020London, GbSpent >1 year working on 2 different startups focused around NLP on recruitment processes and gaussian models to expedite chemical research processes. Entrepreneur First (EF) is a leading startup incubator which as of 2020 has helped > 2,000+ people create 300+ companies, worth more than a combined $2bn USD. -
Machine Learning Researcher (M'Sc Research)Tsinghua University 2019 - 2019北京, Beijing, CnContinuation of M'sc research from University of Alberta. Delivered research presentations in Jiangnan University and Tsinghua University to educate faculty and students in applied machine learning research, reaching audiences of up to 100 guests. -
Machine Learning Field Engineer (M'Sc Internship)Schlumberger 2018 - 2018Houston, Texas, UsCollaborated with a diverse team of over 40 cross-functional stakeholders to drill horizontal and vertical oil sections in Alberta's rockies. Used classification algorithms to detect ~10 drilling faults from signal processing data which saved over $150,000 USD. Troubleshooted IoT hardware to detect faults. -
Head Teaching AssistantUniversity Of Alberta 2018 - 2018Edmonton, Ab, CaEngineering Capstone Course (Teaching Assistant (TA) in 2018 & 2019): Evaluated and provided feedback on the design of processes for 135 students. Trained new TA's and planned and facilitated industrial meetings for over 170 participants. -
Machine Learning ResearcherUniversity Of Alberta Sep 2017 - 2018Edmonton, Ab, CaApplied Machine Learning Lab - U of A
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Data Scientist (2 Co-Op Internship'S)Canadian Natural Resources Limited (Cnrl) 2015 - Dec 2016Calgary, Alberta, Ca -
Hardware Research Engineer (Co-Op Internship)Natural Resources Canada Jan 2014 - Apr 2014Ottawa, On, Ca
David Scott Skills
David Scott Education Details
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University Of AlbertaComputer Engineering -
Tsinghua UniversityDepartment Of Automation
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University Of AlbertaCo-Operative Program
Frequently Asked Questions about David Scott
What company does David Scott work for?
David Scott works for Instacart
What is David Scott's role at the current company?
David Scott's current role is Senior Machine Learning Engineer at Instacart.
What is David Scott's email address?
David Scott's email address is da****@****nrl.com
What schools did David Scott attend?
David Scott attended University Of Alberta, Tsinghua University, University Of Alberta.
What skills is David Scott known for?
David Scott has skills like Engineering, Microsoft Office, Process Engineering, Powerpoint, Time Management, Public Speaking, Paraffinic Froth Treatment, Operational Troubleshooting, Chemical Engineering, P&id, Microsoft Powerpoint, Microsoft Word.
Who are David Scott's colleagues?
David Scott's colleagues are Victoria Nelson, Brandon Stennett, James Clay, Prit Patel, Theresa Graham, James Rice, Destinee Myers.
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