Senior Machine Learning Engineer@ Adobe
Fremont, California, United States
Daniel Miranda
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University of California, Berkeley
Real-Time AI Research
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FlashIntel GPTDaniel Miranda is a senior ML engineer with 17.3 years of experience in various fields such as Hadoop, machine learning, data mining, and information retrieval. He has worked on end-to-end projects, from data annotation to model training and evaluation. Daniel has deep experience with search systems, from classical text-based search to deep learning embedding based retrieval and ranking. He has worked at Adobe as a Machine Learning Architect and Senior Machine Learning Engineer, and at eBay as an Ml Engineering Manager and Software Engineer. Daniel is skilled in designing cloud-based architectures to serve models and search systems at scale.
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A senior ML engineer with prior management experience and a decade of experience at the intersection of large scale engineering, search & information retrieval, and traditional + deep learning. Have worked end to end from data annotation, model training & evaluation, to deploying models to production and monitoring/maintaining services. Experienced with models across many domains from computer vision in image and video to audio and NLP models. Deep experience with search systems from classical text based search to deep learning embedding based retrieval and ranking. Experience designing cloud-based architectures to serve models and search systems at scale.
...See MoreWork Experience
Machine Learning Architect
Senior Machine Learning Engineer
Software Development
Daniel Miranda's Professional Milestones
- Software Engineer | Applied Researcher | Search Science (2011-06-01~2013-04-01): Conducted extensive research in search engineering, providing innovative solutions for clients.
- Member Of Technical Staff | Machine Learning Engineer | Search Science (2014-09-01~2017-02-01): Developed machine learning algorithms to optimize search science operations and drive data-driven insights for informed decision-making.
Education
Electrical Engineering And Computer Science
2009-2011Skill
Hadoop
Machine Learning
Data Mining
Information Retrieval
Java
Mapreduce
Search
Algorithms
Javascript
Scala
Scalability
Scoobi
R
Unix Shell Scripting
Cascading
Software Engineering
Software Development
Object Oriented Design
C++
Cross Functional Team Leadership
Python
Strategy
Management
Product Development
Hive
Maven
Functional Programming
Agile Methodologies
Distributed Systems
Big Data
E Commerce
Leadership
Computer Science
Data Analysis
Scrum
Research
Git
Analytics
Certification
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