Thomas Lake Email & Phone Number

Austin, Tx, Us

Austin, Texas, Us

• Identifying and leading the delivery of high impact deep learning solutions across the company - Matching jobs and job seekers with fine-tuned language models - Parsing resumes with neural networks - Generating and rewriting job descriptions with transformers• Working with AI-Ethics to pilot an internal algorithm auditing framework• Presenting technical topics to leadership• Leading efforts to enable GPU compute capabilities and simplify deployment of machine learning models

Seattle, Wa, Us

• Developed a novel attention-based Deep Learning technique for Collaborative Filtering • Led the development of the Deep Learning based system that generated the most engaging (measured by CTR) personalized product recommendations on the Amazon homepage• Developed contextual bandit algorithms for content ranking on the Amazon mobile homepage• Developed a system for learning embeddings of millions of products used by multiple teams throughout the company• Co-organized the Recommender System workshop at Amazon's internal ML conference

Austin, Tx, Us

• Designed Machine Learning algorithms for one-shot learning, exercise classification, clustering, repetition counting, and form analysis• Developed and implemented inference and learning algorithms to run in resource constrained embedded environments

Parsippany, Nj, Us

• Designed and implemented large scale genotype search algorithms• Designed algorithms for probabilistic inference of genotypes• Implemented pipelines for standardizing a variety of semi-structured external data sources by utilizing a combination of statistical natural language processing techniques, heuristics, and human-in-the-loop feedback

Kalamazoo, Mi, Us

• Developed Machine Learning Algorithms for agricultural disease risk prediction• Improved recall (true positive rate) through the use of appropriate loss functions and regularization• Designed cross-validation procedures for spatiotemporal data

Rolla, Mo, Us

• Wireless Sensor Network development and simulation• Unsupervised Outlier detection in limited resource distributed computing environments• Developed a novel dynamic tree based routing scheme

• Worked with small team to design, develop, deploy and maintain websites for local businesses• Used and maintained a version control system• Deployed and maintained infrastructure for small to medium sized businesses• Provided on site, web, and phone support

Master Of Science (Ms), Computer Science

B.S., Computer Science, Mathematics