Manuel Romoleroux

Data Scientist | Data Engineer | MLops

Madrid, Community of Madrid, Spain

About

Programmer focused on data science and machine learning always looking out for and learning new and better approaches and technologies. Hopes to involve in computer vision and deep learning in the nearest future.

Experience

  • Data Engineer at Freelance (Self employed)
    Nov 2023 - Present · 2 yrs 8 mos

    As a Full Stack Data Engineer, I led a comprehensive digital transformation project for a client in the HVAC sector, both retail and wholesale. My work spanned from web development to advanced data management and automation solutions. Key highlights include: Website and E-commerce Development: Designed and built the entire website using Django and FastAPI for the back-end, and HTML and CSS for the front-end. Developed a robust e-commerce platform that significantly enhanced the online shopping experience and sales capabilities. Internal ERP Development: Created and implemented a custom ERP system to manage the warehouse and coordinate with sales teams. This ERP allowed real-time stock management, optimizing operations and reducing inventory errors. Data Automation and Management: Developed and maintained ETL pipelines for integrating and managing data from multiple sources, ensuring a consistent and efficient data flow. Used Tableau and Power BI to create reports and dashboards that facilitate data-driven decision-making. Chatbot Development and Integration: Implemented chatbots using GPT and integrated them with WhatsApp to convert leads into customers. These chatbots provided automated, personalized support, improving lead conversion rates and customer interactions. Technical Skills: Back-end: FastAPI, Django, Python, PostgreSQL Front-end: HTML, CSS Automation and ETL: Design and maintenance of data pipelines Data Visualization: Tableau, Power BI Chatbots: GPT, WhatsApp integration ERP: System implementation and customization My focus is on delivering comprehensive technological solutions that optimize processes and drive business growth through digitalization and automation. I am always seeking new challenges to apply and expand my knowledge and skills in data engineering and software development.

  • Data Science Teaching Assistant at The Bridge | Digital Talent Accelerator
    Jan 2023 - Present · 3 yrs 6 mos

    · Post-Graduation Opportunity: Joined The Bridge team to help create a new study format after completing my studies. · Content Creation: Led the development of all digital and multimedia content using tools like Typeform, 3ipunt, BBlearn, Github, Zoom, and Slack, among others. · Professor Support: Assisted professors with the evaluation of exercises and exams. · Masterclasses: Conducted masterclasses to facilitate student learning and engagement. · Personalized Tutoring: Provided one-on-one tutoring tailored to individual student needs. · Student Consultation: Offered consultation and support to students, addressing their questions and concerns. · Skills Enhancement: Improved abilities in task automation, computational thinking, coding, and problem-solving. · Experience Gained: Gained practical experience in creating educational content and managing digital tools. · Pass Rate: Achieved an impressive 85% pass rate in the inaugural edition of the new study format. · Student Satisfaction: Contributed to high levels of student satisfaction through effective support and engaging content.

  • Data Science Teaching Assistant at IESE Business School - University of Navarra
    Nov 2022 - Jan 2023 · 3 mos

    Teaching Python core concepts from scratch as the main programming language, providing many exercises and projects. Using Python and pandas for data analysis covering everything that pandas has to offer, from manipulating series and dataframes, to merging datasets, aggregations, filtering, sorting etc. In the last section we dive into visualization with seaborn and matplotlib. After 80 hours of teaching in which the students used the concepts to work with multiple datasets and participate in a Hackathon from glovo, real business case.

  • Ventas y administración at ULTRA División Digital
    2015 - 2017 · 2 yrs

    Equipos CISCO

  • Indie game creator at Artcle Studio
    2011 - 2015 · 4 yrs