You're seeing this page as if you were . The main menu is still yours, though. Exit from immersion
Ismael Charpentier MartinIC

Ismael Charpentier Martin

Data Analyst - Dataset Cleaning, EDA & Dashboards

€350/day
Sevilla, ES
3-7 years

Average response time: 1 hour

About Ismael

I turn messy, unreliable data into clean, validated datasets and clear dashboards you can make decisions from.

Data analyst with a background in physics and mathematics, which means I treat data the way a scientist treats an experiment: validate it, question it, and only then draw conclusions.

I deliver freelance data-cleaning, analysis and dashboard work for my clients and review production Python code for correctness with Outlier (Scale AI). I'm especially comfortable with scientific and financial datasets, where correctness and validation actually matter.

I work in fixed-scope, fixed-price packages so you know exactly what you get and what it costs:
  • Dataset cleaning + EDA report: raw data in, clean validated dataset + a clear findings report out.
  • Automated reporting dashboard: an interactive Python dashboard (Plotly/Pandas) or Power BI that replaces manual spreadsheet reporting. (In a recent project this cut a client's reporting time by ~90%)
Also available on request: machine-learning modelling (classification, forecasting, segmentation) and LLM integration (API calls, prompt design, input/output parsing), scoped per project after a short conversation.

Years of teaching STEM gave me a second skill that matters as much as the technical one: I can explain a complex result to someone who isn't technical, clearly and without jargon.

Based in Sevilla; I work remotely across Spain and the EU.

Send me a short note about your dataset and I'll reply with a fixed-price quote and timeline within 24 hours.
  • Spanish

    Native or bilingual

  • English

    Fluent

  • French

    Native or bilingual

Can work on-site
Sevilla (up to 50km)

Experience

  • Freelance
    Data Analyst
    DIGITAL AND IT
    March 2023 - Today (3 years and 3 months)
    • Build interactive dashboards in Python (Plotly, Pandas) that replace manual spreadsheet reporting, cutting client reporting time by 90%.
    • Run exploratory data analysis (EDA) to surface trends and anomalies, turning raw data into clear insights that support client decision-making.
    • Clean and restructure raw datasets, resolving missing values, type errors and duplicates, into validated, analysis- and ML-ready form.
    • Write SQL queries to extract, join and aggregate data from relational databases for analysis and reporting.
    Python SQL Data Cleaning and Preprocessing Pandas
  • Outlier
    AI Trainer (Coding, Math, and Physics)
    January 2025 - May 2026 (1 year and 4 months)
    • Review and debug AI-generated Python code, identifying logical errors and correctness issues against a strict quality standard.
    • Evaluate model reasoning across coding, mathematics and physics for accuracy, clarity and logical consistency.
    • Design and refine technical datasets and problem sets used to train and
    benchmark AI models.
    • Write detailed feedback and corrected solutions to improve model
    performance on complex technical tasks.
    Python Data analysis Machine learning
  • Freelance
    Personal Tutor
    EDUCATION AND E-LEARNING
    September 2016 - July 2023 (6 years and 10 months)
    - Tutor students in Python programming, algorithms, physics and mathematics across school, university and adult levels.
    - Break down complex technical concepts into clear, structured explanations that build problem-solving skills.
    - Design customized lesson plans, exercises and coding projects tailored to each student's goals.
    Python Mathematics Physics

Recommendations

These freelancer profiles also match your criteria

AgathaA

Agatha Frydrych

Backend Java Software Engineer

4.7

(3)

2

BaptisteB

Baptiste Duhen

Fullstack developer

4.6

(4)

5

AmedA

Amed Hamou

Senior Lead Developer

4

(2)

7

AudreyA

Audrey Champion

Web developer

4.3

(3)

4

Education

  • Physics
    Universidad de Granada

Skill set

Categories