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Hi, I'm Jhon Glidden

Jhon Glidden Ñacata

Data Specialist

Data Specialist with 4 years of experience. My focus is on turning data into actionable insights to drive informed decision-making. I specialize in predictive modeling, ETL process optimization, and creating impactful data visualizations. I’m always seeking new challenges and opportunities to apply my skills to innovative projects.

Leadership
Team Work
Hard Working
Proactivity

Experience

1
Grupo Creativo Herrera

September 2023 - Present

Quito - Ecuador

Grupo Creativo Herrera is a company based in marketing and publicity.

Lead Data Engineer

September 2023 - Present

Responsibilities:
  • Leading the implementation and optimization of DataOps and MLOps solutions focused on analytic marketing such as:
  • Advanced ETL Development: Implementing and optimizing ETL processes using Azure, improving data flow efficiency by 30%.
  • Machine Learning Models: Designing and deploying machine learning models predicting key insights in advertising.
  • Process Automation: Implementing solutions resulting in time savings and increasing productivity by 20%.
  • Relational Database Management: Administering relational databases, ensuring high availability and data security.
  • Multidisciplinary Collaboration: Leading multidisciplinary teams to ensure efficiently implemented data solutions.

March 2023 - August 2023

Quito - Ecuador

I was a freelancer.

Data Scientist - Data Engineer

March 2023 - August 2023

Responsibilities:
  • Data Extraction and Structuring: Handling Cloud APIs to process images and PDFs, facilitating analysis and decisions in Document Cloud.
  • Analytics Consulting: Designing and evaluating strategies with a strong analytical focus and practical results.
2
3
Banco Pichincha

September 2022 - January 2023

Quito - Ecuador

Banco Pichincha is the LEADER in its market in image, market share, products, and service quality, focusing its efforts towards the customer.

Data Scientist

September 2022 - January 2023

Responsibilities:
  • Conducted advanced analyses and risk management to optimize financial and credit strategies:
  • Credit Card Risk Modeling: Developed predictive models to evaluate credit risk, reducing delinquency losses.
  • Machine Learning Implementation: Maintained models improving operational efficiency by 10%.
  • Big Data in Credit Information: Managed large volumes of data to extract insights influencing high-level decisions.
Ingelsi & Cia. Ltda.

May 2020 - July 2022

Quito - Ecuador

Ingelsi & Cia. Ltda. is a company with 30 years of experience in selling analytical software and consulting services in the field of data intelligence

Data Scientist

May 2020 - July 2022

Responsibilities:
  • Key in implementing analytic and business intelligence solutions for corporate clients.
  • Machine Learning Model Creation: Designed models improving credit decision accuracy by up to 15%.
  • Business Intelligence Development: Implemented analytical dashboards visualizing real-time performance indicators.
  • Technical Training: Led workshops and courses improving team’s technical skills by 20%.
  • ETL Processes: Optimized extraction, transformation, and loading processes, applied NLP for sentiment analysis in customer data, enhancing marketing and customer service strategies.
4

Skills

Education

IMF Smart Education (Esp) - Universidad Hemispheres (Ecu)
2023-sep2024
MSc. in Data Science and Big Data
Taken Courses:
  • Big Data architecture and solutions
  • Data modeling and exploitation through Big Data
  • Data analytics and machine learning models applied to BIG DATA
  • Natural Language Processing
National Polytechnic School
2014-2021
Mathematical Engineer
Taken Courses:
  • Probability Theory
  • Data structures and algorithms
  • Data mining
  • Graph Theory
  • Time Series
  • Actuarial Mathematics

Recent Posts

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Chat Bot

Desarrollo de PoliChatBot: Una Aplicación Interactiva para Analizar Planes de Gobierno Introducción En la era de la información, la transparencia y la accesibilidad a los datos son cruciales para una ciudadanía informada y participativa. Con este objetivo en mente, desarrollé PoliChatBot, una aplicación interactiva diseñada para ayudar a los ciudadanos a descubrir, comparar y decidir sobre las propuestas de los candidatos presidenciales. Esta aplicación utiliza tecnologías avanzadas como Streamlit, la API de OpenAI y LangChain para proporcionar respuestas precisas y contextuales a preguntas sobre los planes de gobierno.

    Thursday, March 14, 2024 | 6 minutes Read
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    LLM

    Implementación de un Large Language Model con Langchain El proyecto completo con sus dependencias se encuentra en https://github.com/JhonGlidden/Langchain Introducción El avance de la inteligencia artificial y el aprendizaje profundo ha llevado a la creación de modelos de lenguaje altamente sofisticados y capaces. En este proyecto, buscamos aprovechar estos avances para entrenar un Large Language Model (LLM) utilizando la API de OpenAI y el innovador framework Langchain. Objetivo El propósito principal de este proyecto es desarrollar un modelo que pueda interactuar y responder preguntas sobre un documento de Word específico.

      Wednesday, February 14, 2024 | 53 minutes Read
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      Introducción

      Gracias por venir! vas a ver: Publicaciones de ciencia y técnologia. Tutoriales y ejercicios.

      Thursday, June 8, 2023 | 1 minute Read

      Achievements

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