Data Scientist/AI Researcher CV
personal photo

Omar Cuenca

Data Scientist

Machine Learning Engineer

AI Researcher

About Me

I'm a Software Engineer graduated from Tecnológico de Monterrey in December 2021. I love solving problems and enjoy creating useful software.
My long term goal is to earn a Ph.D. in AI & Machine Learning.

During my college years I've worked in several areas, in projects both with real clients and researchers of Computer Science.
I've also had some years of experience in the workforce as an intern, part-timer & freelance developer.

During my stay in college I had the opportunity to join a special program focussed in Intelligent Systems.
Like for instance search algorithms, dynamic programming, Machine Learning Frameworks, Data Science techniques, Feature Engineering, Neural Networks, Deep Learning, etc.

I also had the opportunity to be mentored by some incredible teachers, such as Dr. Leonardo Garrido & Dr. Daniel Cabrera Lozoya.

  • Age24
  • ResidenceMexico City, Mexico
  • E-mailjesomar.cuenca@gmail.com
  • Phone(+52) 55 2858 2459

Capabilities

Database Manipulation

I have plenty experience working on data using SQL & NoSQL Databases. I have experience performing feature engineering on data to be able to use accordingly in machine learning models and data visualization.

Machine Learning Applications

I have experience working in different types of datasets to create computer vision oriented models, predictive models & Natural Language Processing models.

Full Stack Development

I am also proficient in Software Engineering and I have experience at incorporating Machine Learning models in web, mobile applications or APIs.

Languages

My native language is Spanish, I've studied the English Language almost my entire life and have a C2 level (Advanced) certfied by IELTS. I also speak basic Japanese.

Skills in the Area

Frameworks

Jupyter Notebook

90%

Tensorflow/Keras

70%

OpenCV

80%

Scikit Learn

70%

Matplotlib

75%

Numpy/Pandas

85%

Linux (Debian-Based)

90%

MongoDB

80%

MySQL

85%

Coding Skills

Python

90%

JavaScript/TypeScript

90%

Dart

90%

Java

70%

Bash

60%

C/C++

55%

Other Skills

  • Visual Studio Code
  • Project Administration
  • Version control
  • Agile Methodologies
  • SQL
  • git
  • Full stack web development
  • API Rest
  • Https
  • Pytorch
  • Feature Engineering
  • XGBoost
  • KMeans
  • Decision Trees
  • Random Forest
  • MERN
  • Flask
  • Selenium

Education & Experience Timeline

2022 - Now
Luxoft

Flutter Developer

Developed Flutter mobile Apps (FrontEnd & BackEnd). Worked on Big teams with CI/CD using Agile Methodologies.

Software Engineer

Graduated December 2021, earning the Bachelor Degree in Software Engineering from Instituto Tecnológico y de Estudios Superiores de Monterrey

2021
College, Campus Monterrey
2021
Research & Development

Software Engineer R&D

Worked on a R&D team of engineers to create a Multi-drone system for autonomous flight.

Machine Learning/Data Science

Joined the special program at my university which specializes in Machine Learning & Inteligent Systems.

2020 - 2021
Special Program College, Campus Monterrey
2020 - 2021
Freelance

Software Engineer (Full Stack, Cloud)

Worked as part of several teams involving in Web Applications Development, APIs, Mobile Apps Development.

2019 - 2020
XPEV Consulting

SAP/ABAP Software Consultant

Worked as part of a team in the development of several implementations of the SAP System on a variety of business from all over the world.

Portfolio

Github Repo

Created a dataset generator that downloads images from a website automatically from unsplash.com

Unsplash.com WebScrapper using Selenium for image collection

Drone_Img

Backend engineer for the autonomous flight system of the drones

Multi-drone autonomous flight system (ROS/Python)

Github Repo

Flask server capable of detecting social Distancing Violations using OpenCV and YoloV3

Social Distancing Computer Vision Machine Learning Model

Want to know ME more?

© 2022 All rights reserved