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Falonne M. K.FM

Falonne M. K.

Data Scientist | AI Engineer | AI Developer

€130/day
Lyon, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Falonne M.

Graduated Data Scientist and experienced web & mobile developer, I combine two complementary expertise today: software engineering and artificial intelligence. With over 3 years of development experience (Python, JavaScript, PHP, SQL, React, Node.js, Laravel, Flutter) and a specialization in Data Science & AI, I support companies and startups in leveraging their data and creating intelligent, efficient, and scalable solutions.

What I do:

🔹 Data Science & Machine Learning
Exploratory analysis, feature engineering, supervised / unsupervised models, prediction, scoring, segmentation, anomaly detection, big data processing (Python, Pandas, Scikit-learn, PyTorch).

🔹 Generative AI & Automation
LLM integration and fine-tuning, information extraction (PDF, images…), NLP, classification, RAG systems, business workflow automation.

🔹 Development & Industrialization
Creation of APIs and data-driven applications, integration of AI models into existing architectures, MLOps (Git, Docker, CI/CD, GCP/AWS).

What sets me apart:

✔ Dual Data + Development skill allowing to go from POC to final product
✔ Business understanding and ability to formulate concrete solutions
✔ Impact, performance, and user experience oriented approach
✔ Mastery of the complete cycle: collection → modeling → API/product → deployment

Key achievements:

• Automatic extraction of information from complex documents (NLP)
• Recommendation system and intelligent search engine
• Process automation via AI/ML pipelines

My mission:
Design reliable, useful, and immediately actionable data and AI solutions, by offering the agility of a profile capable of thinking, developing, and deploying end-to-end.
  • French

    Native or bilingual

  • English

    Conversational

Remote only
Primarily works remotely

Experience

  • SNCF
    Data scientist
    TRANSPORTATION
    March 2025 - September 2025 (6 months)
    Lyon, France
    - Design and implementation of a complete anomaly detection pipeline combining a Denoising LSTM AutoEncoder and an Isolation Forest, to identify atypical behaviors and prevent potential failures.
    - Development of a distributed pipeline under PySpark on Databricks, capable of processing a massive volume of data (several hundred million records growing daily). This distributed approach optimized computation times (-40%) and ensured the solution's scalability.
    - Advanced preprocessing of time series (~500M lines): segmentation, cleaning, normalization, and extraction of recurring patterns to enhance input signal quality.
    - Deployment and validation on Azure Databricks, with particular attention to robustness, documentation, and sustainable integration in an industrial environment.
    Python Databricks Deep Learning Time Series Machine learning
  • Inside LLC
    Mobile Developer
    TECH
    May 2023 - July 2023 (2 months)
    Lyon, France
    - Design and development of a movie booking mobile application in Flutter, following the functional mockup designed in Figma.
    - Implementation of core functionalities (booking, authentication, movie display) in compliance with SOLID principles, ensuring maintainable and scalable code.
    - Setup of an ETL process to aggregate and synchronize data from two external APIs, ensuring data consistency and authentication reliability.
    Flutter API SQLite Figma
  • Alibora SARL
    Analyst Developer
    TECH
    January 2022 - August 2022 (7 months)
    Cotonou, Benin
    - Design of a management system (create, read, update, delete) for call center agents and implementation of graphs to evaluate their performance.
    - Development of a Python program to convert calls into MP3 files and save them in shared memory to ensure their accessibility.
    - Active participation in improving a real estate rental management mobile application.
    - Extraction, Transformation, and Loading (ETL) from a Laravel API, ensuring efficient data integration into the real estate management application.
    - Active participation in regular meetings to discuss project progress, gather feedback, and adjust features accordingly.
    Symfony API Platform MySQL Docker Jenkins

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Education

  • Master in Data Science
    Université Lumière Lyon 2
    2025
    Statistiques, data science, IA, ingénierie informatique, gestion de projet
  • Bachelor's Degree in Computer Science, Data Science track
    Université Lumière Lyon 2
    2023
    Licence , Informatique parcours Science des données

Skill set

Categories