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Malt Strategy
Anna FinchAF

Anna Finch

Data Scientist - Predictive AI for Healthcare

€450/day
Brussels, BE
0-2 years
Python
R
Machine learning
artificial intelligence
Natural Language Processing (NLP)

Average response time: 1 hour

About Anna

Recent MSc graduate (Distinction) specializing in applied machine learning and statistical modeling. I help organizations build robust, interpretable ML solutions while ensuring ethical deployment and fairness across diverse applications.

What I Offer:
Machine Learning & AI Development
  • End-to-end ML pipeline development and deployment, including data cleaning and visualisation
  • Supervised and unsupervised learning implementations
  • Natural Language Processing: text classification, sentiment analysis, entity recognition
  • Model optimization and performance tuning
  • Predictive modelling and classification problems
Statistical Analysis & Modelling
  • Advanced statistical modelling (causal analysis, mediation analysis, Latent variable modelling)
  • Hypothesis testing and experimental design
  • Data visualization and insight generation
  • A/B testing and results interpretation

Ethical AI & Model Governance
  • Bias detection and mitigation strategies (AIF360)
  • Model interpretability and explainability (SHAP, LIME)
  • Fairness metrics implementation
  • AI documentation and audit trails
  • GDPR and AI Act compliance assessment
Technical Stack: Python (pandas, numpy, scikit-learn, seaborn, matplotlib) | R (tidyverse) | STATA, SPSS | TensorFlow | Keras | Hugging Face | NLP libraries

Domain Experience: Health informatics | Compliance systems | Process optimisation

Recent Impact:
  • Developed ML methods comparison framework addressing ethical considerations
  • Optimized data management systems reducing processing time by 50%
  • Managed compliance data systems for 500+ companies

Based in Belgium with work authorisation. Available for projects across sectors requiring rigorous data analysis, machine learning implementation, and responsible AI practices.
Healthcare Providers

  • English

    Native or bilingual

  • French

    Native or bilingual

  • Spanish

    Conversational

  • Dutch

    Basic

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

Experience

  • King's College London
    Master Research Project
    RESEARCH
    September 2024 - October 2025 (1 year and 1 month)
    London, United Kingdom
    • Design of a machine learning benchmarking project: evaluating ML methods for depression detection from speech against ethical criteria, directly addressing AI safety challenges in healthcare evaluation. [manuscript under publication]

    • Systematic comparison of five machine learning methods (SVM, Elastic Net, GMM, MLP, Random Forest) across three datasets and five languages, totalling 13k+ speech samples.

    • Evaluation of the 25 models across performance, interpretability, bias, and cross-language generalisability.

    Skills & Libraries: Python | Bias mitigation (AIF360) | Interpretability (LIME, SHAP) | Research Report | Data Cleaning
    Python Machine learning artificial intelligence Bias Mitigation Interpretability
  • King's College London
    Co-creator & Policy Placement
    September 2024 - September 2025 (1 year)
    London, UK
    • Member of collaborative policy research teams reviewing university policy on usage of student data, anti-racism, anti-bullying and entrepreneurship

    • Chosen from cohort to lead a four people group creating speculative prototypes and policy recommendations advising the data policy
  • Burotel
    Administrator & Project Manager
    October 2023 - May 2024 (7 months)
    Brussels, Belgium
    • Project manager: optimised the daily tasks and data collection processes improving efficiency within the company, coordinating CEO expectations and the developper team

    • Project leader: created Excel records for over 500 client companies in accordance with Belgian anti-money laundering legislation with automatic email reminders

    • Managed administrative tasks: client queries, room bookings, post correspondence
Check out Anna's experience

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Education

  • MSc Applied Statistical Modelling & Health Informatics
    King's College London
    2025
    Thesis: “Beyond Accuracy: Challenges in Ethically Comparing Machine Learning Methods for Mental Disorder Detection.” [Manuscript publication in progress] Modules: Statistical Modelling (inc. causal & latent variable), AI Programming: Machine Learning, NLP, AI for health informatics
  • EU Policy Making Certificate
    Brussels School of Governance, VUB
    2025
    Focus: EU governance and policy, AI & Digital Rights (AI Act, GDPR), Digital Competition, Sustainability
Check out Anna's education

Skill set

Machine Learning Theory
Deep Learning
Model Optimization
Predictive Modeling
AI and Advanced Analytics
Data Visualization
Exploratory Data Analysis
Data Cleaning and Preprocessing
Natural Language Processing
STATA
Latent Variable Modelling
Causal Modelling
Mediation Analysis

Categories