
Jay Cano
Verified Expert in Engineering
Data Science Developer
Aberdeen, United Kingdom
Toptal member since February 26, 2018
Jay is a full-stack engineer with more than 20 years of experience. He has worked on web applications and data science projects in multiple industries and with companies as small as early-stage startups to large enterprises such as EY, IBM, and Red Cross.
Portfolio
Experience
- JavaScript - 20 years
- Data Science - 15 years
- Python - 15 years
- Software Architecture - 10 years
- React - 8 years
- Node.js - 8 years
- Technical Leadership - 8 years
- Angular - 5 years
Availability
Preferred Environment
React, Node.js, Amazon Web Services (AWS), Python, NumPy, Flask, Pandas, Express.js
The most amazing...
...team I've worked with was the trust and safety product team at the Wikimedia Foundation, where we worked on features to reduce abuse and inappropriate content.
Work Experience
Freelance
Self-employed
- Developed a full-stack web application for a smart car company (IoT).
- Served as a technical consultant for several startups.
- Built several websites, static or using WordPress.
- Migrated and managed databases for a big pharmaceutical company.
Engineering Manager
Wikimedia Foundation
- Managed the trust and safety tools and the anti-harassment tools teams, which later merged into the trust and safety product team.
- Defined the foundation-wide trust and safety technical strategy based on automating some workflows to address the challenges LLMs pose to our platform.
- Led the team on a few data science and machine learning projects: automatic scan for sensitive (CSAM) material, IP intelligence, and detecting sock puppets (similar accounts).
VP of Engineering
Techspert.io
- Joined the company after receiving Series A funding to help them scale, focusing mainly on people and processes while developing the technology strategy and identifying the challenges ahead.
- Managed three teams (engineering, data science, and product) in developing a tool that automatically identifies experts in biomedical fields.
- Built an end-to-end process to define, design, and develop new features based on agile principles and adapted to R&D teams working on data science projects.
- Created an environment where the teams had the autonomy to make decisions and create their best work.
- Prepared the company to have a fully remote tech team and facilitated their transition during the initial lockdown.
Tech Lead
Aula, Ltd.
- Defined the architecture and infrastructure of several products and features.
- Orchestrated database migrations across multiple installations of our software.
- Assisted people during one-on-ones and performance reviews.
- Developed several features using React, Node.js, and AWS.
Founder | CEO
Plotist
- Created and released an initial version of the app.
- Developed a fully interactive drag-and-drop timeline for stories.
- Managed a team of seven people across different disciplines, including development, design, marketing, and social media.
- Performed non-technical tasks such as support, sales, marketing, and fundraising.
- Migrated the app through three different stacks as the needs evolved.
Entrepreneur in Residence
Entrepreneur First
- Attended workshops and lectures on how to run a startup.
- Participated in 1-to-1 mentoring sessions with leading entrepreneurs and investors.
- Provided and received mutual support from other members of the cohort.
- Graduated on demo day, pitching in front of 300+ investors from all over Europe.
Researcher
Centre for Research in Social Simulation
- Studied how people worked together in an organizational environment.
- Developed computer models and simulations of social interactions in organizations.
- Published papers in organizational sociology and agent-based modeling.
Tutor | Teacher Assistant
University of Surrey
- Taught the courses called Survey Research and Quantitative Methods I and II to undergraduate sociology students.
- Taught Data Analysis to postgraduate sociology students.
- Attended workshops on preparing a teaching program and how to teach in higher education effectively.
Software Engineer
Instituto de Ingeniería del Conocimiento
- Developed tools for extracting social interaction data from an intranet communication software.
- Built visualization tools for social network analysis.
- Devised metrics and analysis methods to study how organizations performed based on social interaction on their intranet.
- Worked for clients such as Red Cross Spain and IBM.
- Served as a developer, researcher, and software engineer.
Development, Support, and Training Expert
Linux Reference Center (UAM-IBM)
- Deployed a Linux infrastructure for a big organization (FGUAM).
- Developed Linux drivers and applications for IBM hardware.
- Administered Linux servers and websites for our center.
- Performed Linux installation and user support for students and staff.
- Organized and taught courses about Linux and OSS for students and staff.
Experience
Plotist App
Aula | Social Learning Platform
End-to-end Development Process for Machine Learning Projects
http://www.techspert.ioEntrepreneur First
https://joinef.comAs part of the program, I received training on running a startup (speaking with investors and customer development), but the best part of EF is joining their network. As part of the network, you have access to talent and investors, and you are part of a big pool of people who are always open to give advice.
By being part of this network, helping, and being helped by others, I truly became an entrepreneur.
Autorose
AROS/PEERS
http://www.iic.uam.es/en/big-data-services/hr-environment/aros/Technical Consultant
Notable startups I have the pleasure to support include Spartan Bits and Tink in Spain and Well Plan For Me in the UK. The founder of the latter has now moved on to a new startup, and I'm still acting as his advisor when he needs it.
During my time at Entrepreneur First, I was also actively involved with other companies in my cohort, exchanging advice and helping with technical skills they might have lacked at the time.
Websites and Blogs
A Complexity Science Approach to Swarm Intelligence
Instead of using heavy AI or machine learning to solve problems, the thesis advocates simple, mostly reactive agents using simple rules that aggregate and produce complex behavior that could be considered intelligent.
Squatting in London: Politics and Identity
Education
MicroMasters in Statistics and Data Science in Mathematics and Computer Science
Massachusetts Institute of Technology (MIT) - Cambridge, Massachusetts, USA | Online
Master of Science Degree in Sociology and Social Research Methods
University of Surrey - Surrey, UK
Master of Science Degree in Computer and Telecommunications Engineering
Universidad Autónoma de Madrid - Madrid, Spain
Bachelor of Engineering Degree in Computer Engineering
Universidad Autónoma de Madrid - Madrid, Spain
Skills
Libraries/APIs
React, Node.js, NumPy, Pandas, REST APIs, NgRx/store, Backbone.js, jQuery, Scikit-learn, TensorFlow, NetworkX, Vue
Tools
Amazon Simple Queue Service (SQS), Amazon Simple Notification Service (SNS), SPSS
Languages
SCSS, JavaScript, GraphQL, HTML, CSS, SQL, Python, NetLogo, Java, R, PHP, Processing, C, C++
Frameworks
Redux, Angular, Ember.js, Django, Flask, Express.js, Hapi.js
Paradigms
Agile
Platforms
Linux, AWS Lambda, Amazon Web Services (AWS), Heroku, Kubernetes, Docker, WordPress, Joomla, Drupal
Storage
Redis, MongoDB, PostgreSQL, MySQL, Elasticsearch, MariaDB
Industry Expertise
Telecommunications
Other
Software, Open Source, Software Engineering, Sociology, Research Methods, Computer Engineering, Engineering Management, Technical Leadership, Data Analysis, Survey Design, Organization, Machine Learning, Data Science, Software Architecture, API Design, Research, Apollo, Statistics, Probability Theory, University Teaching, Data Visualization, Artificial Intelligence (AI), Amazon Neptune, Product Management, Consulting, Startup Accelerators
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