About

more about me...

Data Scientist & Researcher

“The scientist is not a person who gives the right answers, he's one who asks the right questions.” - Claude Levi-Strauss

  • Birthday: 30 January 1993
  • Phone: (+52) 6671875387
  • City: Guadalajara, México
  • Age: 30
  • Degree: PhD. Candidate
  • Email: alarchemn@gmail.com
  • Freelance: Available

As a scientist, I have honed my ability to ask insightful questions driven by a passion to uncover answers. These skills along with my natural curiosity to understand and explain complex phenomena, has helped me develop a critical thinking mindset that is focused on solving problems, improving systems, and discovering new knowledge.

I am also deeply passionate about music, cinema, and science communication. Whether it's analyzing the latest research findings or discussing the latest album release, I enjoy engaging with people from different backgrounds and sharing my enthusiasm for these topics.

Skills

Programming Languages

Phyton 100%
SQL 98%
Matlab 95%
C90%
HTML/CSS/JS70%
VHDL65%
Java45%

Software & Framework

Machine Learning (Scikit-learn, Pycaret, Keras, XGBoost) 97%
Data Analysis (Pandas, Matplotlib, Seaborn, Locker studio) 96%
Databases (PosgreSQL, MongoDB) 95%
Model Deployment (FastAPI, Docker) 90%
Cloud Computing (AWS) 85%
Large Scale Data Procesing (Apache Spark) 83%
Large Language Models (Falcon, LLaMa, Transformers) 80%
Deeplearning (TensorFlow) 75%
Orchestration (Apache Airflow) 70%

Personal Interests

Music Lover

Cinephilia

Biker

Geek

Coffee Nerd

Diplomatic

Maths

DIY

Resume

Check My Resume

Sumary

Martin Alarcón

Experienced and results-driven Data Scientist with 4+ years of research and development expertise. Committed to driving improvements in processes and technology through innovative solutions.

  • Guadalajara, Jalisco, MX
  • (+52) 6671875387
  • alarchemn@gmail.com

Education

PhD in Engineering Sciences

2019 - 2023

Tecnológico Nacional de México, MX

implementation of advance digital non-linear control algorithms in embedded systems.

  • Machine learning, reinforced learning, sliding modes and robust state observers.
  • Hard real-time system implementation on an embedded system.

    • Master's degree in Engineering Sciences

    2017 - 2019

    Tecnológico Nacional de México, MX

  • Power control of a DC-DC Push-Pull converter in an autonomous photovoltaic system.
  • Design of the power stage and high frequency transformer of the DC-DC converter.

    • Certifications and Courses

    AWS Cloud Practitioner Certification

    Amazon Web Services

    Machine Learning Specialization

    Stanford University

    IBM Data Science Profesional Certificate

    International Business Machines Corporation

    Machine Learning and Data Science Master Class

    Pierian Training

    Mastering MLOps: Complete course for ML Operations

    Data Bootcamp

    Professional Experience

    Data Scientist Specialist

    2021 - Present

    Freelance, Worldwide

    • Develop and implement machine learning models and algorithms to solve business problems and make predictions.
    • Analyze large and complex datasets to extract meaningful insights and identify patterns, trends, and correlations.
    • Use statistical techniques and models to understand relationships within data, make inferences, and validate hypotheses.
    • Design, build, and maintain data pipelines that extract, transform, and load (ETL) data from various sources into data warehouses.
    • Set up and maintain the infrastructure, hardware, and software tools for data storage, processing, and analysis.

    Doctoral Researcher

    2019 - 2023

    TecNM, Culiacán, MX

    • Coordinated and managed scientific research projects focused on the implementation of control algorithms.
    • Developed project plans, timelines, and deliverables in collaboration with the research team to ensure successful project execution.
    • Designed and implemented experimental procedures to validate and evaluate the performance of control algorithms in real-world scenarios.
    • Collected and analyzed experimental data using statistical methods and data visualization techniques to draw meaningful conclusions and support research findings.
    • Actively participated in academic conferences, workshops, and seminars to stay updated with the latest advancements in control algorithms and contribute to the research community.
    • Mentored and supervised undergraduate students and research assistants, providing guidance on project tasks, research methodologies, and technical aspects.

    Embedded Software Engineer

    2015 - 2016

    Markoptic Por La Inclusión (Internship), MX

    • Designed and validated the interface of an electric vehicle for people with disabilities.
    • Programmed and validated the embedded control and monitoring system.

    Services

    My Services

    Machine Learning models

    Develop and implement machine learning models to solve business problems

    Data Analysis and visualization

    Extract meaningful insights and identify patterns, trends, and correlations

    Statistical Analysis and Modeling

    Understand relationships within data, make inferences, and validate hypotheses

    Data Pipelines and DB Magnament

    Extract, transform, and load (ETL) data from various sources into storage systems or data warehouses

    Infrastructure

    Set up and maintain the necessary infrastructure, hardware, and software tools for data storage, processing, and analysis

    Applications in the Cloud

    Build ML applications on the cloud and manage the entire project lifecycle

    Portfolio

    A bit of my work

    • All
    • Publications
    • Projects
    • blog

    MLOps Project: Leveraging a Boosting Machine Learning Algorithm for Electromechanical Machine Fault Detection.

    Projects

    Sentiment analysis using the state-of-the-art machine learning model "RoBERTa" and PyTorch

    Projects

    End-to-End F2 Data pipeline for Kaggle Database

    Projects

    Machine Learning to detect health conditions with measurements of anonymous characteristics

    Projects

    MPPT Automatic Experiment Sheluder

    Projects

    Total Sales Forecasting API (Modeling and Deployment)

    Projects

    Personal Website Source Code

    Projects

    ChatGPT with personal data (TEST)

    Projects

    Falcon 9 Machine Learning and Exploratory Data Analysis

    Projects

    Robust Discrete-Time Output Feedback Stabilization of Integrator Chains

    Publications

    An Output Feedback Discrete-Time Controller for the DC-DC Buck Converter

    Publications

    Reconfigurable Digital FPGA Based Architecture for 2-Dimensional Linear Convolution Applications

    Publications

    Contact

    Contact Me

    My Location

    Guadalajara, MX

    Social Profiles

    Email Me

    alarchemn@gmail.com

    Call Me / Whatsapp Me

    (+52) 6671875387