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Hi There πŸ‘‹,

CERTIFICATIONS AND SKILLS

  • Certifications: Google Data Analytics Professional Certificate
  • Programming Languages: Python, R, SQL, C++, Arduino, TensorFlow, Pytorch, Pandas, numpy, scikit-learn
  • Data Visualization: Tableau, Power BI
  • Miscellaneous Technologies: Office Tools, Excel for Data Analysis, Git, Linux
  • Languages: Native English and Spanish speaker; Fluent in Mandarin Chinese (HSK 6)

WORK EXPERIENCE

Acclime-November 2023 – Present
Business Development Analyst - Beijing, China

  • Conducted comprehensive market research, contributing valuable insights for strategic planning, including competitor analysis and trend identification.
  • Utilized various tools to optimize and streamline business procedures, enhancing overall productivity and operational efficiency.
  • Developed and implemented Microsoft Excel and Power BI dashboards for data analysis, fostering informed decision-making.
  • Employed Python and Selenium for data scraping, extracting relevant web information to generate new leads, expanding the client base.

Beijing Institute of Technology - September 2022 – Present
Machine Learning Research Scientist - Beijing, China

  • Spearheaded the development of AI software for segmenting the Aorta for medical purposes, resulting in a 30% increase in segmentation efficiency and reducing segmentation time by 50%, by creating a new network that used Boundary Attention Models in combination with U-Net using Tensorflow.
  • Conducted data analysis and manipulation using Python, R and various data engineering tools such as pandas and SQL, generating valuable insights that resulted in a 25% reduction in data processing time.
  • Presented research findings at conferences and co-authored one peer-reviewed journal articles on computer vision and deep learning in medicine.

Startup Commons (Digiole) - December 2022 – April 2023
Data Scientist - Helsinki, Finland

  • Developed and implemented a chat box program using GPT-3 and other packages that extracted information from a database using SQL to query functions and then gave the users answers in a conversational manner, resulting in a 20% increase in user satisfaction.
  • Transformed raw data into actionable recommendations, utilizing SQL language to conduct data analysis and provide strategic insights for growth and optimization.

Evoke Motorcycles - June 2021 – August 2021
Embedded Systems Data Analyst - Beijing, China

  • Conducted data analysis for sensor data from the motorcycles, resulting in a 20% increase in accuracy of the sensor data and a 30% reduction in data processing time.

EDUCATION

Beijing Institute of Technology - September 2022 – Present
Master of Science in Control Science and Engineering - Beijing, China

  • GPA: 3.7 out of 4.0

Beijing Institute of Technology - June, 2022
Bachelor of Science in Electrical Engineering and Automation - Beijing, China

  • GPA: 3.6 out of 4.0

HOW TO REACH ME:

βœ”οΈLinkedin: Marcos Garcia
βœ”οΈE-Mail: [email protected]

Most Used Programming Languages

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GitHub stats

Marcos Garcia's Projects

chest-xray-synthesis icon chest-xray-synthesis

Using GANs and Stable Diffusion to generate Chest Xray data points and evaluating them using convolutional classifiers.

devportfolio icon devportfolio

A lightweight, customizable single-page personal portfolio website template built with JavaScript and Sass

generativemodels icon generativemodels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

medicaldiffusion icon medicaldiffusion

Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis

medsegdiff icon medsegdiff

Medical Image Segmentation with Diffusion Model

monai icon monai

AI Toolkit for Healthcare Imaging

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