Skip to content
View M117n's full-sized avatar

Block or report M117n

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
M117n/README.md

Mi banner

πŸ‘‹ Hello, I'm Martin Manrique

Data Scientist Python Enthusiast

Welcome to my GitHub profile! I am a passionate Data Scientist with over 4 years of experience in process automation and data analysis. I thrive on solving complex problems using cutting-edge tools and leveraging my extensive skills in Python and Machine Learning.

🌟 About Me

  • 🌍 Location: Hermosillo, Sonora, Mexico
  • πŸ” Seeking: Exciting opportunities in computational science and data analysis to continue my professional growth in a dynamic and innovative environment.
  • πŸ’‘ Currently Learning: Expanding my skills in Java and Rust to work on multidisciplinary projects.
  • πŸ“« How to reach me: LinkedIn | Email

πŸš€ Skills

Programming Languages

  • Python, Fortran, Java, LaTeX

Web Technologies

  • RESTful APIs, Flask

Database Systems

  • PostgreSQL

Data Science & Machine Learning

  • Pandas, Numpy, Scikit-learn, Keras

DevOps & Version Control

  • Git

Specialized Area

  • Job automation, Algorithm analysis

Mathematics & Statistical Tools

  • Advanced mathematics, Matlib, Tableau

Other Tools & Technologies

  • EndNote, Overleaf

Developer/Researcher Skills

  • Critical analysis, Analytical thinking, Mastery of the scientific method, Data analysis, Experimental design, Scientific writing, Intellectual curiosity

πŸ’Ό Experience

  • Python Process Automation Specialist | Avas Flowers (2018-2019)
    Automated data capture processes, achieving a 500% efficiency increase and significantly improving SEO analysis workflows.

  • Data Handler | Alterna Phoenix (2020-2022)
    Reduced workload by up to 80% and increased speed in invoice creation by automating medical document processing.

  • Data Automation Specialist | Transportes Adriana (2019-2020)
    Improved company scalability and increased workflow efficiency by 100% through data capture automation.

πŸ“Š Projects

Radiation Detection

  • Tools: Electrical circuits, Python, Oscilloscope
  • Developed an electronic circuit using commercial transistors as gamma detectors, successfully analyzing data using mathematical methods.

Brownian Simulation

  • Tools: Python, Fortran90, C++
  • Simulated Brownian colloidal systems using the Monte Carlo method to compare with real-world observations.

Customer Churn Analysis for Interconnect

  • Tools: Python, Pandas, Scikit-learn, XGBoost, Keras, Matplotlib
  • Conducted EDA, developed machine learning models, and identified key factors in customer churn with optimized prediction accuracy.

πŸŽ“ Education

  • Physics | University of Sonora (2019)
  • Data Science | Tripleten (2023-2024)

πŸ“œ Certifications

  • Data Handling: SQL (2022)
  • Various LinkedIn Courses (Python, unit testing, automation, 2023)

🌱 Interests

  • Science, Technology, Continuous Learning

Feel free to explore my repositories and see the work I've done. I am always looking for new opportunities to collaborate and learn. If you find my work interesting, connect with me on LinkedIn or drop me an email. Let's innovate together!

⭐️ If you enjoy my projects, don't forget to give them a star!

Pinned Loading

  1. minecraft_ore_dectect minecraft_ore_dectect Public

    This implements a real-time ore detection system in Minecraft using the YOLOv4-tiny neural network.

  2. showlab/VLog showlab/VLog Public

    Transform Video as a Document with ChatGPT, CLIP, BLIP2, GRIT, Whisper, LangChain.

    Python 545 26

  3. Kramer_sim Kramer_sim Public

    This repository contains a Fortran-based Brownian Dynamics simulation.

    Fortran

  4. analysis_interconnect analysis_interconnect Public

    This project analyzes customer churn using data analysis and predictive modeling to identify key factors impacting retention. Techniques like EDA, SMOTE, and models such as Random Forest and XGBoos…

    Jupyter Notebook

  5. shein_flask shein_flask Public

    This Flask-based system allows for processing, updating, and managing player points, backing up previous states, and generating reports in Excel format. It also includes functionalities to undo cha…

    Python

  6. Age-Prediction-CNN Age-Prediction-CNN Public

    This project aims to create a deep learning model using the ResNet50 convolutional neural network (CNN) architecture to accurately predict a person's age from an image of their face. The model is d…

    Jupyter Notebook