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Sebastian V. AI, Web and Machine Learning Platforms

My name is Sebastian V. and I have over 16 years of experience in the tech industry. I specialize in the following technologies: Java, Python, JavaScript, Three.js, Git, etc.. I hold a degree in Foundation degree, Master of Science (MS), Bachelor of Engineering (BEng). Some of the notable projects I’ve worked on include: OpenCV to grade quality of mangos, Casual game, Chrome extension to hide explicit content, 2048 game mod, Gamified version of AnkiDroid, etc.. I am based in Quito, Ecuador. I've successfully completed 14 projects while developing at Softaims.

I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise.

I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful.

I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

Main technologies

  • AI, Web and Machine Learning Platforms

    16 years

  • Java

    11 Years

  • Python

    12 Years

  • JavaScript

    3 Years

Additional skills

Direct hire

Potentially possible

Previous Company

Sistemas Integrales

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Experience Highlights

OpenCV to grade quality of mangos

The project consists of analysing images of mangos to determine their health, maturity and quality. The majority of the work is about processing and assessing the color of images in different spaces. The works is based on the work by Pandey R. et al.

Casual game

This is a simple casual game that where the user has to defeat the AI. It is implemented using ReactJS. The animations are done with CSS.

Chrome extension to hide explicit content

The client needed a chrome extension to hide explicit content from websites. This was done to help a community and contribute with the protection of its members. The work was done by modifying an existing extension and doing computer vision analysis of images. The extension was successfully published in chrome store and has reported good results from users.

2048 game mod

This is a modification of a casual game using react. The objective was to add new elements to the game to make it easier. Such elements were designed base on interviews to users. Then, a set of requirements for the new elements were defined. The game was implemented to be mobile friendly.

Gamified version of AnkiDroid

The objective was increase user engagement in an educational tool. This was accomplish by adding game elements and schemes to the original application. The results demonstrated that the strategy used did increase the engagement in newcomers. The application was modified using dependency injection methodology and using a MVP pattern. This strategy did not interfered with the original features. The application is available in Google Play Store.

Education

  • Udacity

    Foundation degree in Machine Learning

    2016-01-01-2016-01-01

  • Univesity of Edinburgh

    Master of Science (MS) in Articial Intelligence

    2017-01-01-2018-01-01

  • Escuela Politécnica Nacional

    Bachelor of Engineering (BEng) in Networking

    2002-01-01-2008-01-01

Languages

  • English
  • Spanish

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