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Crafting scalable solutions and innovating within cross-functional teams at industry leaders like Apple and Walmart
About Me
Passionate about mentorship, knowledge sharing, and contributing to open-source projects that advance industry best practices. Seeking opportunities to combine technical expertise and leadership capabilities in roles focused on innovation, scalability, and meaningful societal contributions.
Education
UC Berkeley
B.A. Computer Science
Publications
6 Research Papers
Machine Learning & Hydrology
Leadership
Cross-functional teams
Mentorship & Training
Open Source
Django Contributor
Community Impact
Professional Experience
Building scalable solutions and innovating within teams at industry-leading companies
Polaris Wireless
- •Engineered CI/CD pipelines using Jenkins, reducing deployment time by 50%
- •Collaborated with cross-functional team of 4 engineers across QA, DevOps, and backend
- •Designed scalable data ingestion pipelines processing 10M+ records daily
- •Increased test coverage by 35% and reduced bugs by 30%
Apple
- •Migrated 20+ legacy test scripts achieving 300% improvement in automation efficiency
- •Managed 1,100+ high-priority tickets for APFS updates impacting 100M+ macOS users
- •Implemented Ansible workflows reducing manual intervention by 30%
- •Reduced onboarding time for new hires by 50% through technical documentation
Walmart
- •Built REST APIs managing 50,000+ data items daily with 60% latency reduction
- •Enhanced backend performance by 300% using Java and Spring Boot
- •Designed UX workflows in Figma achieving 25% increase in user satisfaction
- •Developed AdTech systems increasing revenue by $2M annually
Lawrence Berkeley National Laboratory
- •Enhanced ML model clustering accuracy from 82% to 87%
- •Performed data correlation analysis identifying key trends
- •Streamlined data processing workflows saving 200+ hours annually
- •Built reusable data visualization libraries
Honda Innovations
- •Engineered fleet optimization achieving 500% improvement in delivery rates
- •Implemented Agile methodologies increasing team productivity by 30%
- •Automated CI/CD workflows improving code integration efficiency by 35%
- •Contributed to Capstone Project delivering $1M cost-saving outcome
Featured Projects
Innovative solutions with measurable impact and real-world applications
AI-driven platform to improve educational equity, enhancing resource accessibility for over 5,000 underrepresented students through scalable, data-driven solutions.
Co-founded startup specializing in AI/ML-driven solutions. Led a team of 8 interns, successfully launching an MVP with over 1,500 active users.
Designed technology solutions to reduce hiring discrimination by 25%, improving diversity and fairness in recruitment pipelines.
Built a secure file-sharing system with end-to-end encryption, achieving a 50% increase in data transfer speeds.
Implemented a lightweight, efficient Git version control system, reducing commit times by 66% and enhancing performance.
Refactored and expanded core OS functionality, achieving a 40% performance improvement through optimized code architecture.
Technical Skills
Comprehensive expertise across the full software development lifecycle
Research Publications
Contributing to the intersection of machine learning and environmental science
Water, MDPI
Volume 14, Issue 7, Pages 1032
AGU Fall Meeting Abstracts
Volume 2022, Pages H12E-04
Frontiers in Hydrology
Pages 152-01
AGU Fall Meeting Abstracts
Volume 2021, Pages H22E-01
AGU Fall Meeting Abstracts
Volume 2021, Pages B15J-1551
AGU Fall Meeting Abstracts
Volume 2021, Pages H35D-1070
Research focus on machine learning applications in hydrology and environmental science
View Google Scholar ProfileLet's Connect
Open to opportunities in software engineering, technical leadership, and innovative projects
Currently Seeking
Opportunities to combine technical expertise and leadership capabilities in roles focused on:
© 2025 Misha Lubich. Crafted with passion for innovation and excellence.