Julio Delgado Email and Phone Number
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I am a Principal Software Engineer leading teams in Machine Learning science, ML platforms, and ML productionalization. Master of Science in Computer Science, with 13+ years of experience in hands-on Software Engineering and leadership, on top of more than 7 years in the satellite communications industry. Patent author: https://patents.justia.com/inventor/julio-delgado-mangasI lead organizations and teams from ML science, all the way to release of algorithms, models, and services, working across organizations to bring ML everywhere (e.g. AWS Aurora/Athena ML: Invoke ML services from the database through SQL, AWS CloudWatch anomaly detection). I teach Maths at Amazon's Machine Learning University. I enjoy hands-on low-level programming (C++/C/Cuda), the challenges of distributed ML training, and math oriented work (3d rendering, robotic SLAM, ...).I possess extensive experience in a variety of industries (Cloud computing, hardware design, industrial machines, product security, ...) and academia (Human brain project), using a wide range of technologies (C++, C, Cuda, Query Optimization, Compiler design and implementation, Python, Perl, Shell scripting, Java, PLC programming, Scala ...).Curious by nature, I enjoy facing tough challenges, in which deep understanding of Computer Science is a must. I have a continuous improvement mindset, and enjoy helping my teams getting better, driving innovation initiatives from the beginning to the end (I have introduced Scrum in two organizations). Self motivated, with proven leadership skills, and totally data driven and problem solving oriented, eager to learn and apply new cutting edge technologies and methodologies.
Meta
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Tech Lead - Applied Research Scientist And ArchitectMetaSwitzerland -
Principal Engineer, Amazon Ai, Machine Learning AlgorithmsAmazon Web Services (Aws) Mar 2020 - PresentSeattle, Wa, Us* Federated Learning and Secure Multi-Party Computation (SMPC)* Active learning to reduce data labelling costs* Semi-supervised learning for model distillation* Large model training: Using DeepSpeed and Megatron-LM to train GPT style models (billions of parameters). This is hugely important in the Natural Language Processing domain.Amazon's Principal Engineer Community sets the standard for engineering excellence at Amazon. The community is comprised of Principal, Senior Principal, and Distinguished Engineers who are responsible for driving Amazon's overall technical architecture. Principal Engineers at Amazon are pragmatic visionaries. They make a lasting impact that echoes through the technology, the product, and the company.https://wa.aws.amazon.com/wat.concept.pec.en.html* Specialized in productionalizing Machine Learning* High performance computing (Cuda, C++, RAPIDS, Dask, Ray, ...)* Reinforcement Learning: Ray RLLib -
Senior Software Engineer (Sde-3), Amazon Ai, Machine Learning AlgorithmsAmazon Web Services (Aws) Apr 2017 - Mar 2020Seattle, Wa, Us* Aurora/Athena ML technical lead: https://aws.amazon.com/about-aws/whats-new/2019/11/amazon-aurora-supports-machine-learning-directly-from-database/ , https://aws.amazon.com/about-aws/whats-new/2019/11/amazon-athena-adds-support-for-invoking-machine-learning-models-in-sql-queries/ . Enabling database users to access Machine Learning capabilities to SQL.Building Planetary scale Machine Learning Algorithms for Amazon's AWS Sagemaker, the present and future of Machine Learning (https://aws.amazon.com/sagemaker/). Leading the adoption of tooling and practices for productizing ML pipelines (data -> training -> model -> inference)* C++* DeepLearning frameworks: MxNet, Tensorflow (internals and Python APIs)* Python scientific stack: Numpy, Pandas, Seaborn, Scikit-learn, Dask* Boosted trees: XGBoost, LightGBM, Catboost* High performance computing: MPI, OpenMP* Deep Neural Networks: FFNN, CNN, RNN, LSTM, Transformer, DeepSpeed, Megatron-LM* Anomaly detection: I lead the development of AWS Sagemaker RandomCutForest (https://aws.amazon.com/blogs/machine-learning/use-the-built-in-amazon-sagemaker-random-cut-forest-algorithm-for-anomaly-detection/) -
Senior Software Development Engineer (Sde-Iii), QuicksightAmazon Web Services (Aws) Apr 2016 - Apr 2017Seattle, Wa, UsBuilding the SPICE engine at the core of QuickSight (https://aws.amazon.com/quicksight/), the future of Business Intelligence:* High performance C++* SQL compiler/interpreter design and development* Amazon Web Services (EC2, S3, Dynamo DB, CloudWatch, Redshift, ...)* Data science and visualization* Massive scale systems* C++: STL, Boost, CMake, GCC, Clang, Valgrind, perf, C++11* Java 8/Python/Perl* DevOps- Mentoring junior Software Engineers -
Senior Software Development Engineer (Sde-Ii), CloudwatchAmazon Mar 2014 - Mar 2016Seattle, Wa, UsWorking for Amazon's Web Services Monitoring team. Building tools to monitor the biggest applications and infrastructure in the world (http://aws.amazon.com/cloudwatch/):* Currently leading the creation of a new World Wide Scale, in-memory time series data stores (C++, Boost, ...)* Amazon Web Services (EC2, S3, Dynamo DB, CloudWatch, ...)* Data science and visualization* Massive scale systems* Scrum* C++: STL, Boost, CMake, GCC, C++11* Java 7/Java 8/Python/Perl* DevOps* 6 patent applications- Mentoring interns and junior Software Engineers- Successfully led a team to build a system to check the health of ALL the hosts used internally at Amazon. -
Software Engineer. Visualization Web ServicesEpfl (Human Brain Project / Blue Brain Project) Aug 2013 - Feb 2014Lausanne, Vaud, ChBuilding highly available and scalable web services for 3D rendering. Contributing to one of the most exciting current research projects: "Understand how the brain works, ...., and beyond"* Scientific visualization: Kitware Paraview, VTK. Volumetric rendering, * RESTFull web servicdes* Python: Jupyter notebooks, asyncio* C/C++ to Python: Pybind11, BoostPython* C++: Parallel rendering, CMake, OpenGL, ...* Scrum Masterhttp://bbp.epfl.ch -
Senior Software Development Engineer (Sde-Ii), CloudwatchAmazon Apr 2012 - Jul 2013Seattle, Wa, UsWorking for Amazon's Web Services Monitoring team. Building tools to monitor the biggest applications and infrastructure in the world (http://aws.amazon.com/cloudwatch/):* Amazon Web Services (EC2, S3, Dynamo DB, CloudWatch, ...)* Data visualization* Massive scale systems* Scrum masterLed a team to build a system to check the health of ALL the hosts used internally at Amazon. -
Software EngineerDuolog Technologies (An Arm Company) Aug 2011 - Apr 2012Cambridge, Cambs, GbDesign and development of EDA (Electronic Design Automation) tools for IP integration. * Building the new generation of award winning tools Bitwise, Spinner, Weaver (http://www.duolog.com/products/socrates/)* Eclipse RCP, OSGI, Java, C, DSL, Python, Ruby, UML* Introduction of Scrum best practices; planning, demo, retrospective, ...* Design and implementation of a C-like language/compiler capable of interacting with in-memory IP models, to generate VHDL, SystemVerilog, ... (Xtext, Antlr, Abstract Syntax Trees, ...) -
Software Engineer (Industrial Applications)Sicpa Sep 2009 - Aug 2011Lausanne, ChFull software life cycle. Java, Swing, C++, C, python, Maven, JUnit, continuous integration.Integration of several technologies to control industrial printers for a Secure Track and Trace System:* Industrial controllers (Beckhoff Twincat, structured text, IEC 61131)* Low level interfacing with devices like industrial cameras, printers, barcode readers (C, C++)* User interface based on Java Swing* RMI for fast distributed communication* Device simulators using Python* Module leader for one of the specific printing technologies (Reel to Reel) -
Software EngineerDell Services (Former Perot Systems) Nov 2008 - Aug 2009Round Rock, Texas, UsFull software engineering life cycle. Multinational global projects. Java, J2EE, C#, Javascript, Oracle, Websphere,...:* Transition development of HMH massive e-Learning platform from Orlando FL to Dublin* Development and support of several distributed e-Learning platforms (http://www.hmheducation.com/virtual-catalog/)* Key figure in knowledge transfer to offshore support team* Performed the role of Team Support Lead to cover Lead absences -
.Net, Java Software EngineerGoodside Software Solutions Jan 2008 - Oct 2008Distributed application software engineering. Java, C#
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Satellite Communications Engineer (Dsng)Telefonica Servicios Audiovisuales Jul 2000 - Jul 2007Satellite broadcast of live events for top european televisions
Julio Delgado Skills
Julio Delgado Education Details
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Universidad De Las Palmas De Gran CanariaRobotics -
Universidad De SalamancaIndustrial Processes
Frequently Asked Questions about Julio Delgado
What company does Julio Delgado work for?
Julio Delgado works for Meta
What is Julio Delgado's role at the current company?
Julio Delgado's current role is Tech Lead - Applied Research Scientist and Architect.
What is Julio Delgado's email address?
Julio Delgado's email address is ju****@****ail.com
What is Julio Delgado's direct phone number?
Julio Delgado's direct phone number is (708)-460*****
What schools did Julio Delgado attend?
Julio Delgado attended Universidad De Las Palmas De Gran Canaria, Universidad De Salamanca.
What are some of Julio Delgado's interests?
Julio Delgado has interest in Software Optimization, New Technology, Computers, Raquetball, Low Level Programming, 3d Graphics, Music (Playing Piano And Guitar), Dominos, Poker, Ping Pong.
What skills is Julio Delgado known for?
Julio Delgado has skills like Network Security, Security, Cisco Technologies, Vmware, Data Center, Networking, Network Engineering, Firewalls, Virtualization, Computer Security, Pci Dss, Troubleshooting.
Who are Julio Delgado's colleagues?
Julio Delgado's colleagues are Blake Fawley, Minghao Liu, Ex Ne, Allison G. Flor, David Thompson, Anna Carolina Kastrup, Mohamed Mamou.
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