Christine Straub

Senior ML Engineer | Generative AI | Design, prototype, and ship AI-powered products that delight customers.

United States

500+ connections

Updated 8 months ago

Chat with Clera Claim or Remove

15+

Years Experience

Roles

Skills

Education

About

As a Senior Machine Learning Engineer, I specialize in building scalable data pipelines and deploying custom ML solutions to enhance robotics systems. My expertise includes designing end-to-end workflows for real-time video processing using Kubernetes, Metaflow, and PyTorch, as well as implementing advanced annotation tools and YOLO-based algorithms to achieve high-accuracy defect detection. With over eight years of experience in AI/ML, I have a proven track record of delivering impactful, production-ready solutions. At unstructured.io, I spearheaded OCR initiatives, optimizing text extraction techniques to improve accuracy and streamline data workflows. My work reflects a commitment to leveraging cutting-edge AI technologies to solve complex technical challenges while driving innovation in robotics and intelligent automation.

See Related Jobs

Based on skills & location

Get AI Resume

Generate a polished resume

Salary Benchmark

What does a Senior Machine Learning Engine earn?

Experience (22 roles)

Senior Machine Learning Engineer

Current

RIOS Intelligent Machines · Freelance

Nov 2024 - Present · 9 mos·Palo Alto, California, United States · Remote

★ Developed scalable ML pipelines using Python, PyTorch, and Metaflow for on-premise deployments, enhancing processing efficiency. ★ Implemented YOLO-based frame filtering and annotation pipelines using FiftyOne and Encord, achieving up to 98% accuracy in defect detection with custom computer vision...

Senior Software Engineer Technical Lead ( AI / ML )

Sapient Logic LLC · Contract

Jul 2023 - Feb 2024 · 8 mos·San Diego County, California, United States · Hybrid

𝐊𝐞𝐲 𝐒𝐤𝐢𝐥𝐥𝐬: 𝑶𝑪𝑹 𝑮𝒐𝒐𝒈𝒍𝒆 𝑴𝑳 𝑲𝒊𝒕 𝑻𝒆𝒙𝒕𝑹𝒆𝒄𝒐𝒈𝒏𝒊𝒕𝒊𝒐𝒏 𝒂𝒏𝒅 𝑻𝒆𝒔𝒔𝒆𝒓𝒂𝒄𝒕4𝑨𝒏𝒅𝒓𝒐𝒊𝒅 𝒂𝒓𝒆 𝒖𝒔𝒆𝒅 𝒇𝒐𝒓 𝒕𝒆𝒙𝒕 𝒓𝒆𝒄𝒐𝒈𝒏𝒊𝒕𝒊𝒐𝒏. 𝑶𝑪𝑹 𝒍𝒊𝒃𝒓𝒂𝒓𝒊𝒆𝒔: 𝑻𝒆𝒔𝒔𝒆𝒓𝒂𝒄𝒕4𝑨𝒏𝒅𝒓𝒐𝒊𝒅 & 𝑻𝒆𝒙𝒕𝑹𝒆𝒄𝒐𝒈𝒏𝒊𝒕𝒊𝒐𝒏, 𝑳𝒂𝒏𝒈𝒖𝒂𝒈𝒆 𝑰𝒅𝒆�...

Senior Machine Learning Engineer ( LLMs )

unstructured.io · Contract

May 2023 - Apr 2025 · 2 yrs·Remote

helped me get this job ★ Spearheaded OCR-related initiatives, resulting in a 15% increase in text accuracy and a 10% reduction in missing text. ☆ Improved OCR accuracy by implementing image processing technologies, including scaling images to the right size, increasing the contrast and density...

Is this your profile, Christine?

Claim it to keep it updated or request removal.

Claim or Remove

Education (2)

University of California, Berkeley

2012 - 2017

Activities and societies: Cal Alumni Association, Cal Solar Vehicle Team, IEEE Micromouse, Upsilon Pi Epsilon, Taekwondo Club.

University of California, Berkeley

2012 - 2017

Skills (68)

Image SegmentationChatbot DevelopmentRobotic Process Automation (RPA)Product DevelopmentCloud InfrastructureGenerative AI ToolsIndustrial RoboticsGenerative Adversarial Networks (GANs)Fine TuningPrompt EngineeringData PipelinesRoboflowMLflowGoogle BigQueryAWSApache SparkJestEnzymeJavaScriptDockerECSApache KafkaKafkaLinuxMazeJavaSeleniumREST AssuredJUnitPostmanMySQLKubernetesTensorFlowGKEMetaflowRDSTransformersEC2GitHubCloudWatchMongoDBContrastLangChainLambdaFivetrandbtTemporalMLflowApp Enginescikit-learnKubernetesMetaflowSoftware ArchitectureIntelligent AgentsYOLOMachine Learning AlgorithmsFlowGoogle CloudReactNode.jsspaCyCloudPythonCloud SQLBigQueryLarge Language Model Operations (LLMOps)AI PromptingGPT-4

Certifications (20)▼

Unsupervised Learning, Recommenders, Reinforcement Learning

Coursera

Google Business Intelligence Specialization

Coursera

Digital Transformation with Google Cloud

Google Cloud Skills Boost

Data Analysis with R Programming

Coursera

Deep Learning Specialization

DeepLearning.AI

Foundations of Business Intelligence

Coursera

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

Coursera

Google Business Intelligence Certificate

Coursera

Google Data Analytics Certificate

Coursera

Supervised Machine Learning: Regression and Classification

Coursera

ChatGPT for Beginners: Using AI For Market Research

Coursera

IBM Data Science Specialization

IBM

Analyze Data to Answer Questions

Coursera

Advanced Learning Algorithms

Coursera

Decisions, Decisions: Dashboards and Reports

Coursera

AWS Cloud Practitioner Essentials

Amazon Web Services

Google Data Analytics Capstone: Complete a Case Study

Coursera

Machine Learning Specialization

Coursera

Structuring Machine Learning Projects

Coursera

Neural Networks and Deep Learning

Coursera

Languages (3)▼

Spanish(Limited working proficiency)Tagalog(Native or bilingual proficiency)English(Professional working proficiency)

Volunteer Experience (1)▼

Outreach Club Vice President

Philippine General Hospital

Jun 2007 - May 2008 · 1 yr

Honors & Awards (4)▼

Alpha Gamma Sigma Honor Society 4.0 Honor Roll Award

Issued by Los Angeles Harbor College · Jun 2014

Award for having 4.0 GPA as an Alpha Gamma Sigma Member.

Achieving the Dream Scholarship

Issued by Los Angeles Harbor College · Apr 2014

The Achieving the Dream National Reform Network helps college students succeed. Their success, after all, means much more than a personal goal secured. It means improved skills, better employability, and economic growth for communities and our nation as a whole.

Scholarship Recipient Achievement Award Program (TAAP)

Issued by Cal Alumni Association UC Berkeley · Aug 2015

TAAP serves high-achieving, community-minded students from the moment they choose UC Berkeley through their undergraduate career, providing both financial assistance and supportive programming.

Maseke, Inc Award.

Issued by Maseke Inc · Aug 2015

Maseke, Inc’s core competency is in the area of Payroll, Human Resources, Benefits, and Accounting Data Integration.

Frequently Asked Questions

What is Christine Straub's current role?▼

Christine Straub is currently working as Senior Machine Learning Engineer at RIOS Intelligent Machines · Freelance.

Where did Christine Straub study?▼

Christine Straub studied Bachelor of Arts (B.A.), Cognitive Science at University of California, Berkeley. They have 2 education entries on their profile.

What skills does Christine Straub have?▼

Christine Straub's top skills include Image Segmentation, Chatbot Development, Robotic Process Automation (RPA), Product Development, Cloud Infrastructure. They have 68 skills listed on their profile.

Where is Christine Straub based?▼

Christine Straub is based in United States.