Alejandro Saucedo
Metropolregion Berlin/Brandenburg
32.249 Follower:innen
500 Kontakte
Metropolregion Berlin/Brandenburg
32.249 Follower:innen
500 Kontakte
Info
Tech executive with extensive experience leading eng/sci/product organisations. Currently…
Artikel von Alejandro Saucedo
Aktivitäten
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Sebastian Raschka has dropped a 3-hour workshop on building LLMs from the Ground Up! This resource comes with great timing as LLMs continue to grow…
Sebastian Raschka has dropped a 3-hour workshop on building LLMs from the Ground Up! This resource comes with great timing as LLMs continue to grow…
Geteilt von Alejandro Saucedo
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Mit einer datenorientierten Transformation im Cloud-Zeitalter bessere Entscheidungen treffen und mehr Effizienz fördern.
Mit einer datenorientierten Transformation im Cloud-Zeitalter bessere Entscheidungen treffen und mehr Effizienz fördern.
Beliebt bei Alejandro Saucedo
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Good Refactoring vs Bad Refactoring, a great reminder that not all refactors are committed equal: We have to remind ourselves on common pitfalls on…
Good Refactoring vs Bad Refactoring, a great reminder that not all refactors are committed equal: We have to remind ourselves on common pitfalls on…
Geteilt von Alejandro Saucedo
Berufserfahrung
Ausbildung
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University of Southampton
Activities and Societies: Entrepreneurship, Technology Conferences/Events
Modules: Machine Learning, Computer Graphics, Compilers, SICP, Algorithms, Cryptography, Networking, Architecture.
Ehrenamt
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Visiting Lecturer
University of Cambridge
–Heute 5 Jahre
Science and Technology
Visiting lecturer at the University of Cambridge on governance of machine learning systems to Cambridge Judge School MBA students.
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Chair, Machine Learning Security
The Linux Foundation
–Heute 3 Jahre 5 Monate
I am responsible for furthering the Linux Foundation AI & Data ML Security initiative, spearheading a group of machine learning and security experts looking to explore the emerging field of ML Security and contribute to the ecosystem with standards, best practices and tooling. This group has involvement from leading technical organisations including VMware, IBM, Mitre, HuggingFace, Seldon, The Institute for Ethical AI, between many others.
The Institute for Ethical AI & Machine Learning…I am responsible for furthering the Linux Foundation AI & Data ML Security initiative, spearheading a group of machine learning and security experts looking to explore the emerging field of ML Security and contribute to the ecosystem with standards, best practices and tooling. This group has involvement from leading technical organisations including VMware, IBM, Mitre, HuggingFace, Seldon, The Institute for Ethical AI, between many others.
The Institute for Ethical AI & Machine Learning is an official organisational member of the Linux Foundation through the LF AI initiative. We contribute to the core workstreams advising through the work at the institute, and have been involved in the principles, use-cases, landscape and evaluation of OSS projects. -
Artificial Intelligence Standards Board Member
ISO - International Organization for Standardization
–Heute 5 Jahre 9 Monate
I am part of the technical standards board for the Global Initiative on Artificial Intelligence Governance & Resilience Standards Family. My work includes all the standards within that stream including ISO/IEC JTC 1/SC 42 N 222, NP 23894, 42 N 108, N 106, and 20547-3.
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Member of High-Level Expert Group on Artificial Intelligence
European Commission
–Heute 6 Jahre 4 Monate
The Commission has already invested in research and innovation, created a Digital Single Market, and it is now committed to intensifying these efforts through the European Artificial Intelligence Alliance. This alliance will further the efforts of the Commission by establishing and expanding an effective, robust and ethical European Strategy in Artificial Intelligence. One of the most recent achievements from this group has been the Ethics Guidelines for Trustworthy AI…
The Commission has already invested in research and innovation, created a Digital Single Market, and it is now committed to intensifying these efforts through the European Artificial Intelligence Alliance. This alliance will further the efforts of the Commission by establishing and expanding an effective, robust and ethical European Strategy in Artificial Intelligence. One of the most recent achievements from this group has been the Ethics Guidelines for Trustworthy AI https://ec.europa.eu/futurium/en/ai-alliance-consultation
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Machine Learning Standards Board
IEEE
–Heute 6 Jahre 6 Monate
Science and Technology
I am part of the technical standards board for the Global Initiative on Ethics of Autonomous and Intelligent Systems, helping develop P7003 'Standard for Algorithmic Bias Considerations' to provide individuals or organizations creating algorithms, largely in regards to autonomous or intelligent systems, certification oriented methodologies to provide clearly articulated accountability and clarity around how algorithms are targeting, assessing and influencing the users and stakeholders of said…
I am part of the technical standards board for the Global Initiative on Ethics of Autonomous and Intelligent Systems, helping develop P7003 'Standard for Algorithmic Bias Considerations' to provide individuals or organizations creating algorithms, largely in regards to autonomous or intelligent systems, certification oriented methodologies to provide clearly articulated accountability and clarity around how algorithms are targeting, assessing and influencing the users and stakeholders of said algorithm. Certification under this standard will allow algorithm creators to communicate to users, and regulatory authorities, that up-to-date best practices were used in the design, testing and evaluation of the algorithm to avoid unjustified differential impact on users. This standard will help pioneer a new future for Artificially Intelligent systems and serve as a basis to ensure the long-term ethical development of Machine Learning.
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Practitioners Board Machine Learning Advisor
ACM, Association for Computing Machinery
– 1 Jahr 1 Monat
Science and Technology
Currently part of ACM's practitioner's board, contributing as machine learning expert providing strategic advise on case studies. I am also providing advise to the ACM CEO through a set of core task forces.
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TeensInAI Advisor
Acorn Aspirations
–Heute 6 Jahre 7 Monate
Science and Technology
Advisor for Acorn Aspiration's TeensInAI Initiative to support teens (12-18y/o) to jump into AI & Machine Learning.
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AI, Data & Machine Learning
All-Party Parliamentary Group on Artificial Intelligence (APPG AI)
–Heute 6 Jahre 4 Monate
Science and Technology
The APPG AI was set up in January 2017 to address ethical issues and new industry norms for applying Artificial Intelligence (AI), including machine learning, decision making, natural language understanding, automated reasoning and autonomous systems. Our work focuses on understanding how AI will impact the lives of UK citizens and organisations, and subsequently how should it be regulated.
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Ambassator for UK Visa Program - Exceptional Talent in Technology
Tech City UK
–Heute 8 Jahre 8 Monate
Science and Technology
The Tech Nation Visa Scheme makes it possible for tech talent from around the world to come and work in the UK’s digital technology sector, and is part of Tech City UK’s mission to ensure that the UK continues to maintain its position as a globally competitive digital economy.
My activities:
- blog posts
- video features
- mentoring of potential applicants
- public speaking
- referring potential applicants
- promoting the Tech Nation Visa through my…The Tech Nation Visa Scheme makes it possible for tech talent from around the world to come and work in the UK’s digital technology sector, and is part of Tech City UK’s mission to ensure that the UK continues to maintain its position as a globally competitive digital economy.
My activities:
- blog posts
- video features
- mentoring of potential applicants
- public speaking
- referring potential applicants
- promoting the Tech Nation Visa through my networks
Videos:
> https://www.youtube.com/watch?v=iXQBmrBy1eY
> https://www.youtube.com/watch?v=r2kaOi_fMLo
> https://www.youtube.com/watch?v=8Ysit_PbPxo
> https://www.youtube.com/watch?v=Qp2PNML2oJI&t=1s
Alumni network: http://www.techcityuk.com/tech-nation-visa-alumni-network/ -
Fellow for AI & Machine Learning
The RSA (Royal Society for the encouragement of Arts, Manufactures and Commerce)
–Heute 6 Jahre 9 Monate
Science and Technology
Creating, driving and supporting AI & Machine Learning initiatives. Currently working group member of DeepMind’s Forum for Ethical AI. Bringing together executives, renowned researchers and top leaders in the field to discuss and implement practical processes to enforce ethical AI development in the workplace.
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Advisor
Founders4Schools
– 1 Jahr 2 Monate
Education
I was an advisor for F4S providing support from a technology and growth perspective. Founders4Schools was founded by Sherry Coutu - Angel Investor at Linkedin, Zoopla and 45 other companies - with the objective of connecting teachers with entrepreneurs and founders of growing, successful businesses. F4S was co-created by teachers, parents and the leaders of the business community to solve the problem of youth employability.
Veröffentlichungen
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UK Pro-Innovation Approach to Regulating AI - ACM
Association for Computing Machinery (ACM)
Lead author. Also contributing authors were Europe TPC Chair Prof. Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London and Committee members Bran Knowles, Senior Lecturer at Lancaster University; and Natasa Milic-Frayling, CEO at Inact Digital. Europe TPC supports the intent of the UK Government to establish a “pro-innovation approach to regulating AI” (AI Regulatory Framework) and welcomes this opportunity to…
Lead author. Also contributing authors were Europe TPC Chair Prof. Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London and Committee members Bran Knowles, Senior Lecturer at Lancaster University; and Natasa Milic-Frayling, CEO at Inact Digital. Europe TPC supports the intent of the UK Government to establish a “pro-innovation approach to regulating AI” (AI Regulatory Framework) and welcomes this opportunity to comment on the July 2022 Policy Paper addressing these issues (Policy Paper). Europe TPC respectfully submits its responses to each of the six discrete inquiries enumerated in the Policy Paper and offers four general recommendations.
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European Commission Cyber Resilience Act - ACM
Association for Computing Machinery (ACM)
Contributing author. The principal author of this document for Europe TPC was Committee Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London. Also contributing were: Ricardo Ferreira, Senior Developer Advocate at Amazon Web Services; and Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at the Institute for Ethical AI & Machine Learning. Europe TPC concurs with the…
Contributing author. The principal author of this document for Europe TPC was Committee Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London. Also contributing were: Ricardo Ferreira, Senior Developer Advocate at Amazon Web Services; and Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at the Institute for Ethical AI & Machine Learning. Europe TPC concurs with the European Commission’s premise that “digital products and ancillary services create opportunities for EU economies and societies,” but “also lead to new challenges.” The Committee is pleased to assist in meeting those challenges through the current consultation. Detailed responses to the Commission’s questionnaire have been submitted. In addition, Europe TPC makes a set of principal recommendations and observations
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European Commission Data Act - ACM
Association for Computing Machinery (ACM)
Lead author. Collaboration with Europe TPC Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; and Committee members Bran Knowles, Senior Lecturer at Lancaster University; Natasa Milic-Frayling, CEO at Inact Digital; Enrico Nardelli, Professor of Informatics at Università di Roma Tor Vergata; and Gurkan Solmaz, Senior Researcher at NEC Laboratories Europe, and several other thought leaders from the…
Lead author. Collaboration with Europe TPC Chair Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; and Committee members Bran Knowles, Senior Lecturer at Lancaster University; Natasa Milic-Frayling, CEO at Inact Digital; Enrico Nardelli, Professor of Informatics at Università di Roma Tor Vergata; and Gurkan Solmaz, Senior Researcher at NEC Laboratories Europe, and several other thought leaders from the Europe Technology Policy Committe of the ACM, Association for Computing Machinery. In this publication the Europe TPC supports the European Commission’s intent to ensure “fairness in the allocation of value from data among actors in the data economy and to foster access to and use of data.” To that end, we respectfully submit the following recommendations for potential changes to the proposed Data Act released on March 14, 2022.
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European Commission Digital Principles - ACM
Association for Computing Machinery (ACM)
Lead author. Collaboration with Prof. Chris Hankin, Prof. Enrico Nardelli, Prof. Andrew McGettrick, Gerhard Schimpf, Adam Eisgrau, Vicki Hanson and several other thought leaders from the Europe Technology Policy Committe of the ACM, Association for Computing Machinery to contribute to yet another highly important topic. In the publication we provide recommendations around the importance of universal access to internet services, universal digital education and skills for people to take an active…
Lead author. Collaboration with Prof. Chris Hankin, Prof. Enrico Nardelli, Prof. Andrew McGettrick, Gerhard Schimpf, Adam Eisgrau, Vicki Hanson and several other thought leaders from the Europe Technology Policy Committe of the ACM, Association for Computing Machinery to contribute to yet another highly important topic. In the publication we provide recommendations around the importance of universal access to internet services, universal digital education and skills for people to take an active part in society & in democratic processes, accessible & human-centric digital public services, access to digital health services, trusted & secure online environments, protecting children in online spaces, climate & environemnt considerations, and ethical principles for human-centric algorithms - between other critical topics.
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European Comission AI Act - ACM
Association for Computing Machinery (ACM)
Lead author. In this publication for the European Commission's Proposal for AI we outline the need to better protect public health, safety, & privacy leverage universal Informatics education to close "skills gap" with a diverse, AI-literate workforce. The principal authors of this document for ACM’s Europe Technology Policy Committee are: Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at Institute for Ethical AI & Machine Learning; and Chris Hankin, Fellow…
Lead author. In this publication for the European Commission's Proposal for AI we outline the need to better protect public health, safety, & privacy leverage universal Informatics education to close "skills gap" with a diverse, AI-literate workforce. The principal authors of this document for ACM’s Europe Technology Policy Committee are: Alejandro Saucedo, Engineering Director at Seldon Technologies and Chief Scientist at Institute for Ethical AI & Machine Learning; and Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London. Also contributing were: Oliver Grau, Principal Investigator at Intel Corporation; Dame Wendy Hall, Regius Professor of Computer Science, University of Southampton; Andrew McGettrick, Professor Emeritus of Computer and Information Sciences, University of Strathclyde; Enrico Nardelli, Professor in Informatics at Università di Roma; Gerhard Schimpf, Senior Manager at SMF Management Consulting - Pforzheim; Gurkan Solmaz, Senior Researcher at NEC Laboratories Europe; and Julie Williamson, Lecturer in Human Computer Interaction, University of Glasgow.
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Linux Foundation Trusted AI Principles
Linux Foundation
Trusted AI Principles for the Linux Foundation. I was a lead contributor for these 8 principles which provide a framework for LF AI projects and broader AI projects to adopt to ensure responsible and trusted AI products and services.
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UK National Data Strategy
Association for Computing Machinery (ACM)
ACM European Technology Policy Committee paper submission to the UK's Data Strategy. The principal author of this document for ACM’s Europe Technology Policy Committee is Alejandro Saucedo, Engineering Director at Seldon and Chief Scientist at the UK-based Institute for Ethical AI & Machine Learning. Also contributing were: Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; Bran Knowles, Senior Lecturer in…
ACM European Technology Policy Committee paper submission to the UK's Data Strategy. The principal author of this document for ACM’s Europe Technology Policy Committee is Alejandro Saucedo, Engineering Director at Seldon and Chief Scientist at the UK-based Institute for Ethical AI & Machine Learning. Also contributing were: Chris Hankin, Fellow of the Institute for Security Science and Technology and Professor of Computing Science at Imperial College, London; Bran Knowles, Senior Lecturer in Data Science at Lancaster University; and Julie Williamson, Lecturer in Human Computer Interaction at the University of Glasgow.
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Sparse and group regression models in portfolio optimization
Current approaches to portfolio optimization consider stocks as individual entities, and do not take advantage of cluster information available in financial assets (e.g. Financial Sectors, Industries, Type, etc).
This paper proposes a novel approach to Index Tracking using Machine Learning modelling techniques - namely regression models.
This paper explores how a sparse, group and sparse plus group approaches differ in portfolio optimisation.
The implementation of the…Current approaches to portfolio optimization consider stocks as individual entities, and do not take advantage of cluster information available in financial assets (e.g. Financial Sectors, Industries, Type, etc).
This paper proposes a novel approach to Index Tracking using Machine Learning modelling techniques - namely regression models.
This paper explores how a sparse, group and sparse plus group approaches differ in portfolio optimisation.
The implementation of the paper was initially done in Python, but released in Matlab
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