AUAdrian Shore User
@adrianshoreuser
Senior Machine Learning Engineer with expertise in MLOps and automation.
United StatesWhat I'm looking for
I am a highly accomplished Senior Machine Learning Operations (MLOps) Lead with over 10 years of extensive experience in designing, implementing, and optimizing robust ML pipelines. My expertise spans all facets of the ML lifecycle, including data quality assurance, model performance evaluation, and CI/CD for ML. I have a proven track record of leveraging industry-standard tools like TensorFlow, PyTorch, and Jenkins to deliver high-quality, stable ML products.
In my current role as Lead MLOps Engineer at Palantir Technologies, I spearheaded the development of an end-to-end ML model deployment and validation pipeline, significantly reducing deployment cycles. I lead a dynamic team of ML Engineers and Data Scientists, fostering a culture of continuous improvement and ensuring production readiness through stringent quality gates. My strategic leadership and technical skills have resulted in measurable reductions in production-level model errors and improved system responsiveness.
Experience
Work history, roles, and key accomplishments
Lead MLOps Engineer
Palantir Technologies
Oct 2021 - Present (3 years 11 months)
Spearheaded the comprehensive development and successful implementation of an end-to-end ML model deployment and validation pipeline using Python, leading to a significant reduction in model deployment cycles and accelerated iteration timelines. Provided strategic leadership to a dynamic team of 8+ ML Engineers and Data Scientists across multiple Agile/Scrum teams, meticulously defining overarchin
Senior ML Automation Engineer
Horizon Technologies
Oct 2020 - Sep 2021 (11 months)
Designed, developed, and meticulously maintained robust automated scripts for ML model training, evaluation, and data pipeline validation for a suite of complex enterprise-level web and mobile applications leveraging modern tools like Playwright and Appium. Championed and implemented Behavior-Driven Development (BDD) practices using Cucumber for defining ML model behaviors and data requirements, w
ML Engineer
AlphaStream Solutions
May 2015 - Sep 2020 (5 years 4 months)
Developed and executed detailed ML experiment plans, comprehensive data validation scenarios, and precise model evaluation scripts for a wide range of new features and enhancements across web and desktop applications. Systematically identified, meticulously documented, and diligently tracked all model performance anomalies and data quality issues using Jira, providing clear, concise, and reproduci
Education
Degrees, certifications, and relevant coursework
NTNew Jersey Institute of Technology
Master's in Computer Science, Computer Science
Completed a Master's degree focusing on advanced topics in computer science. Gained expertise in various areas relevant to machine learning and data science.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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