Posts

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Optimizing Gen AI Chatbots Using Data Analysis

Extracting KPIs from your Generative AI chatbot interactions to improve effectiveness

Andrés Camargo

Andrés Camargo

3 min read
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Using Temporal Tables in MySQL to Improve Efficiency

Learn how to use MySQL temporal tables for simpler, faster data analysis.

Andrés Camargo

Andrés Camargo

3 min read
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Beyond the Pixels, from Deep Learning to LLMs in the OCR Arena

Building an MVP to pit the specialized vision of EasyOCR against the linguistic genius of GPT-4o

Andrés Camargo

Andrés Camargo

3 min read
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Master thesis experience in data science

Master thesis about inventory planning using time series forecasting at scale.

Andrés Camargo

Andrés Camargo

2 min read
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Antonia Mercé, the power of geospatial visualization

Displaying an entire artistic life using interactive maps, for Bank March Foundation.

Andrés Camargo

Andrés Camargo

1 min read
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Coverage and redistribution of Colombian Health System

Analysis of the coverage and distribution of resources of the system, using visual tools.

Tags: Ggplot, Maps
Andrés Camargo

Andrés Camargo

2 min read
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ML and statistical classification models

Identifying energy-efficient buildings in New York City

Andrés Camargo

Andrés Camargo

6 min read
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Energy demand forecasting using time series

Comparing ARIMA and Prophet models for demand forecasting.

Tags: Python, Pandas
Andrés Camargo

Andrés Camargo

2 min read
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Sentiment analysis in large volumes of text data

Creating an automated sentiment analysis classifier to determine the polarity of the texts.

Andrés Camargo

Andrés Camargo

4 min read
Exploratory Data Analysis - Laptops market

Cleaning and analyzing the dataset to summarize its main characteristics, applying transformations and employing data visualization tools.

Tags: R, Statistics
Andrés Camargo

Andrés Camargo

7 min read