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Mohammad ShirdelMS

Mohammad Shirdel

Data Scientist - Machine Learning - Time Series

€700/day
Bozen, IT
3-7 years

Average response time: 1 hour

About Mohammad

I help companies turn complex data into reliable forecasts, predictive models, and clear insights that support better decisions.

My work focuses on machine learning, time-series analysis, statistical modeling, and predictive analytics. I support projects involving model development and validation, feature engineering, data analysis, performance evaluation, and the improvement of existing machine-learning workflows.

What distinguishes my approach is the combination of strong technical expertise and rigorous analytical thinking. With a PhD in Computer Science and postdoctoral research experience, I am comfortable working with complex datasets, uncertainty, and technically demanding problems. I focus on practical outcomes: solutions that are carefully validated, reproducible, understandable, and useful to the client.

I work mainly with Python and the standard data-science ecosystem, including pandas, NumPy, scikit-learn, and SQL. I communicate clearly, document my work carefully, and explain results in a way that both technical and non-technical stakeholders can use.

I am available for remote projects in machine learning, time-series forecasting, statistical analysis, predictive modeling, and data-driven consulting.
  • English

    Native or bilingual

  • Persian

    Native or bilingual

  • German

    Basic

  • Italian

    Conversational

Remote only
Primarily works remotely

Experience

  • Free University of Bozen-Bolzano
    Research Assistant (Postdoc)
    August 2024 - July 2025 (11 months)
    Led voice analytics and speech-to-text for disordered speech under small-data constraints; published peer-reviewed papers; mentored junior researchers.
    • • Fine-tuned lightweight transcription models with minimal data, reducing word error rate from 75% to 15%.
    • • Ran exploratory data analysis, feature selection, and classification by random forests achieving F1 = 0.97.
    • • Built a feature-selection toolkit to speed analysis iterations.

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Education

  • Ph.D. in Computer Science
    Free University of Bozen-Bolzano
    2024
    Ph.D. in Computer Science
  • M.Sc. in Computer Science
    Sapienza University of Rome
    2018
    M.Sc. in Computer Science

Skill set

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