Juan Paolo Samontanez

A

AI Consultant

Jan 2022 - Current (3 years 4 months)

- Developed AI models to understand user spending patterns from transaction descriptions - Created a model that can classify transactions with 85% accuracy using transformer models by only using sparse transaction description - Created a model that identifies the different components of a transaction from counterparty, date, id, using transformer models to label each word in the transaction description - Mentored the internal developers how to design and customize AI models further and how to benchmark models they have created - Create models for clients based on their requirements

O

CTO

OneWatt Solutions BV

Apr 2017 - Jan 2022 (4 years 10 months)

- Developed the core technologies of the OneWatt, from the hardware to the AI system that has 95% accuracy in detecting the top motor faults - Raised 430K USD for OneWatt from three VCs from EU and US - Built the tech team from 0 people to 7 - Create roadmap for developments based on feedback from stakeholders and users - Oversee and develop solutions for clients to detect issues in their machines

Q

CTO

Qwikwire

Jun 2014 - Apr 2017 (2 years 11 months)

- Modernized the technology infrastructure of Qwikwire from the original Rails app to Python Flask, and made it extendable and flexible along with the new requirements as it grew - Integrated with other financial services from banks, Stripe, Plaid, and other APIs - Quickly scaled the backend to handle thousands of end users and hundreds of enterprise users - Make sure the system functions and scalable for the clients to make payments and create invoices - Form partnerships with third party providers to enrich the service

C

Chief Engineer

Cyclone Creative Tech

Apr 2013 - Jun 2014 (1 year 3 months)

- Develop solutions for events and promotions as required by top brands ranging from simple websites to media wall OS - Coordinate the developments from different time zones working with client-side IT and internal development team

A

Chief Engineer

AppliedMesh PTE LTD

Sep 2010 - Apr 2013 (2 years 8 months)

- Helped decrease the number of cases of mastitis in cows and also reduced the cases of melamine contamination - Develop solutions to improve cow's milk with the use of ML and sensors. By monitoring health, we give appropriate nutrition to increase fat content of their milk.

I

Engineer

Insync

May 2010 - Sep 2010 (5 months)

- Designed the auto scaling system for EC2 instances before AWS offered it using python and Nagios to handle thousands of concurrent user uploads - Handled the application optimizations to match the concurrency needed by the system, from the cryptographic hashing to check for file consistency to the asynchronous workload spawning by optimizing the database layer and application layer - Develop solutions to maintain the backend systems of the company

Technology Consultant

Hewlett Packard

Sep 2007 - Mar 2010 (2 years 7 months)

- Handled the optimization of existing programs in SAP ABAP and reduce their run time, especially in production systems - Designed code check system for SAP ABAP for performance to catch problematic programs before they get released into production - Lead the Innovations Initiative in the company to design new solutions to address problems in the operations - Handled the innovations group of the company to boost internal efficiency and deliver new products for clients

Juan Paolo Samontanez

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Juan Paolo Samontanez