“While at Hootsuite Tyler reported to me as the Senior Machine Learning Developer. I can't say enough good things about him. He was very passionate about machine learning and was a critical player in ensuring its adoption at Hootsuite. He always made an extra effort to deliver his projects on time, was happy to help his team (great teacher) and was always looking for ways to advance his technical skills. I highly recommend him to any organization that's looking for a solid ML developer.”
Tyler Lanigan
Vancouver, British Columbia, Canada
1K followers
500+ connections
Über uns
A motivated and results-driven machine learning specialist with experience in engineering consulting and full-stack development. Passionate about working with data technologies, and using a scientific approach to understanding and solving problems.
Skills: Python, SQL, Scala, R, Tableau, Data Viz., Spark, Machine Learning, Deep Learning, SageMaker, Kubernetes, Docker
Activity
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It's been a helluva ride from demoing it at the Tableau Keynote during Dreamforce '23 to releasing it right before Dreamforce '24! The work doesn't…
It's been a helluva ride from demoing it at the Tableau Keynote during Dreamforce '23 to releasing it right before Dreamforce '24! The work doesn't…
Liked by Tyler Lanigan
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My maternity leave starts on Monday and I can't help but reflect on my years of Hootsuite as I step back to grow a different product, not tech…
My maternity leave starts on Monday and I can't help but reflect on my years of Hootsuite as I step back to grow a different product, not tech…
Liked by Tyler Lanigan
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One Month Ago: I walked into a new role Benevity. The onboarding in Calgary was wonderful both welcoming us to the team and creating a small network…
One Month Ago: I walked into a new role Benevity. The onboarding in Calgary was wonderful both welcoming us to the team and creating a small network…
Liked by Tyler Lanigan
Erleben Sie
Bildung
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- Present
Practical training in supervised, unsupervised, reinforcement and deep learning
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In-depth, practical training in deep learning, computer vision, robotic controls, localization, path planning, and more.
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A graduate of this program will be able to design and build databases for software applications, create and deploy database-backed web APIs, and secure and manage user authentication and access control for an application backend. Students will also learn how to deploy a Flask-based web application to the cloud using Docker and Kubernetes.
Volunteer Experience
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Students' Society Vice president
University of Victoria
- 5 years 1 month
Science and Technology
● Organized events and conferences for the student body
● Participated in student politics nation-wide
Courses
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Algorithmic Toolbox
Coursera
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Database Courses DB1-DB14
Stanford Online
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Operating Systems and Systems Programming (CSC 162)
Berkeley Online
Projects
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Traffic Sign Identifier
● Wrote Inceptions and LeNet based convolutional neural networks to classify traffic signs using TensorFlow
● Achieved accuracy of 94.1% on held out dataset.
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Behavioral Learning - A Deep Neural Network Drives a Car
● Wrote a software to drive a simulated car around a track using a deep network designed in Keras.
● Generated data using PS4 controller, and trained network on AWS GPU instance
● Please see YouTube link by clicking on title.
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Map Reduce Forum Analyser
● Developed forum analyzer using Map, Reduce, and combiners in Hadoop.
● Constructed virtual Linux machine using Oracle VM to run a single-node Hadoop cluster.
● Constructed bash testing scripts and Hadoop job running scripts.
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MiniFlow
● Wrote neural network and logistic regression library from scratch in Python
● Imitated graph structure used in TensorFlow.
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Amazon Review Classifier
● Developed Amazon Review Classifier using TF-IDF features of Review Text
● Implemented model using Adaboost and Logistic Regression models in Python
● Classified new reviews with a AUC_RUC score of 0.77.
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Customer Segmentation Analysis
● Analyzed customer segments for a wholesaler using unsupervised learning techniques
● Implemented model using PCA, KMeans, and Box-Cox normalization in Python
● Segmented customers into two group with explained variance of 70.7%.
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Student Intervention System
● Created prediction system to warn if students were at risk of dropping out from a 48 feature dataset using Python
● Researched and tested a wide variety of algorithms including Naive Bayes, Random Forest and AdaBOOST to determine most suitable for the problem.
● System capable of predicting dropouts to an F1 score of 0.8281 on a withheld test dataset.
Languages
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Englisch
Native or bilingual proficiency
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Spanish
Professional working proficiency
Recommendations received
2 people have recommended Tyler
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A couple weeks ago, I hit my 8 year #Hootiversary aka work anniversary at Hootsuite. I've seen two acquisitions, have had multiple careers here…
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I'm hiring: We have a bilingual Customer Marketing Coordinator position open on my team. https://lnkd.in/gSiEH44B
I'm hiring: We have a bilingual Customer Marketing Coordinator position open on my team. https://lnkd.in/gSiEH44B
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I am thrilled to finally be able to share that I have joined Thinkific as their new Chief Product and Technology Officer. Besides joining an amazing…
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I rarely post anything personal, but photography has been a hobby for a few decades. Very honored to be selected as one of 10 finalists out of 274…
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Check out some of the exciting work we've been up to recently.
Check out some of the exciting work we've been up to recently.
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Yup, you heard it here first—Threads is now available in Hootsuite 🎉 Draft, schedule and post directly to Threads from the same dashboard where you…
Yup, you heard it here first—Threads is now available in Hootsuite 🎉 Draft, schedule and post directly to Threads from the same dashboard where you…
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Being part of the WISE planet 2023 cohort was a remarkable experience that blew away my initial expectations. I’m so appreciative to Pembina Pipeline…
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Great software engineers share a common trait. They don't necessarily have deep tech expertise, but they do have deep ownership of the technology to…
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social media managers 🤝 going 7 months without posting on their personal social accounts
social media managers 🤝 going 7 months without posting on their personal social accounts
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Hello (again) Microsoft and thank you Instacart! I’m excited to share that starting next week, I will be leading product for Microsoft’s AI…
Hello (again) Microsoft and thank you Instacart! I’m excited to share that starting next week, I will be leading product for Microsoft’s AI…
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Rare personal post from me - In May we're expecting kiddo number 2. A second boy. My house will soon enough look like Wrestlemania. At Thinkific we…
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