Maria Fonseca

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Maria Fonseca, PhD
Machine Learning and AI
Data Science and Analytics
  • Country:
    Portugal/ Ireland
  • City:
    Lisbon/ Dublin
  • Pronouns:
    She/ Her
PT
EN
FR
IT
ES
RU
Python
SQL
R
Java
C#, .Net
Scala
JavaScript
  • SciKit-Learn, PyTorch
  • TensorFlow, Keras, XGBoost
  • SageMaker, AzureML, VertexAI
  • AutoML, MLOps
  • Hugging Face, LangChain, LLMs
  • Power BI, Tableau, Looker, Qlik
  • Jupyter, Colab, Jetbrains IDEs
  • Docker, Kubernetes
  • AWS, Azure, GCP
  • Databricks, Snowflake, dbt
  • SQL & NoSQL Databases
  • Apache Spark, Apache Hadoop
  • Apache Airflow, Jenkins
  • Google Analytics, Tag Manager
  • SPSS, Mathematica, MatLab
  • Jira, Confluence, Git, Miro
  • ArcGIS, MaxQDA, Adobe tools

FMCG

The future is Data-Driven
Contact

Overview

Over the course of several years, I have firmly positioned myself as a premier consultant in Marketing Research, specifically tailored for the Fast-Moving Consumer Goods (FMCG) industry. My expertise encompasses a wide range of areas within the FMCG sector, ensuring a comprehensive approach to distribution, product development, competitive positioning, and overall market strategy. Here’s a deep dive into the multifaceted areas of my specialization:

Distribution & Channel Strategy:

  • In-depth analyses of distribution channels to optimize reach and efficiency.
  • Strategic planning for new market entries and distribution expansion.
  • Monitoring and optimization of supply chain processes to ensure product availability.

Market Segmentation:

  • Employing advanced analytics to segment the market based on consumer demographics, behaviors, and preferences.
  • Tailoring marketing strategies to target specific segments effectively.
  • Continuous monitoring and adaptation as market dynamics evolve.

Product Positioning & Branding:

  • Crafting unique selling propositions and positioning strategies for new and existing products.
  • Brand health tracking and equity studies to gauge consumer perception.
  • Development of branding strategies to enhance market recall and loyalty.

Forecasting & Market Trends:

  • Utilizing predictive modeling to forecast sales, market share, and consumer trends.
  • Analyzing market dynamics to identify emerging opportunities and potential threats.
  • Continuous tracking of market trends to inform strategic decisions.

Product Launch & Performance Analysis:

  • Strategizing and overseeing product launch campaigns to ensure maximum impact.
  • Post-launch performance analysis to gauge market reception and areas of improvement.
  • Lifecycle management strategies for sustained product growth.

Competitive Analyses:

  • Comprehensive studies to understand the competitive landscape and market share distribution.
  • Tracking competitor activities, product launches, and marketing campaigns.
  • Strategic recommendations to counter competitive threats and capitalize on opportunities.

Advanced Marketing Research Techniques:

  • Employing machine learning and data analytics for consumer behavior prediction.
  • Advanced segmentation techniques to identify niche market segments.
  • Utilization of data visualization tools for insightful stakeholder communication.

Each of these domains has unveiled its own set of intricacies and learning opportunities. My versatile approach, anchored in profound industry acumen, has time and again brought immense value to my clientele. I pride myself on aiding them in adeptly navigating the ever-evolving maze of the FMCG industry with clarity and confidence.

Some Areas

Distribution & Channel Strategy
  • Analysis of optimal distribution channels for product reach and penetration.
  • Strategies for enhancing presence in both traditional and modern trade outlets.
  • Assessment of distributor performance.
Packaging Research
  • Consumer feedback studies on packaging aesthetics and functionality.
  • Evaluating packaging designs for shelf impact and brand consistency.
  • Analysis of sustainable packaging trends and consumer preferences.
Advertising & Conversion
  • Tracking studies to measure the impact and recall of advertising campaigns.
  • Media mix modeling to optimize advertising spend across channels.
  • Post-campaign analysis to gauge ROI and inform future strategies.
Market Segmentation & Targeting
  • Detailed consumer profiling to identify distinct market segments.
  • Behavior and preference studies to tailor marketing strategies.
  • Analysis of emerging market segments based on changing consumer dynamics.
Product Positioning & Branding
  • Research on ideal product positioning in the minds of consumers.
  • Brand health tracking to monitor brand equity over time.
  • Studies on brand associations and attributes for strategic positioning.
Commercial Chains & Mall Insights
  • Footfall analysis and consumer behavior studies in commercial chains and malls.
  • Assessing the effectiveness of in-store promotions and displays.
  • Consumer journey mapping within large retail environments.
Shelf & Linear Analysis
  • Eye-tracking studies to understand consumer attention on shelves.
  • Analysis of product placement strategies for optimal visibility.
  • Research on shelf space allocation and its impact on purchase decisions.
Consumer Observation
  • Observational studies to understand real-time consumer behavior.
  • Analysis of consumer interactions with products in the linear.
  • Factors influencing impulse purchases.
Product Launch & Performance
  • Pre-launch market studies to gauge potential reception.
  • Post-launch performance tracking against set KPIs.
  • Consumer feedback loops for continuous product improvement.

Selected Projects