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Alpha DialloAD

Alpha Diallo

Machine Learning Engineer

€700/day
2 projects
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Alpha

I am passionate about creating intelligent solutions that precisely meet client needs and business challenges. My experience has allowed me to develop in-depth expertise in all phases of the pipeline, from understanding initial requirements to implementing models, thereby ensuring the delivery of concrete results.

Understanding client needs and business challenges:

I conduct a thorough analysis of each client's specific needs.
I interpret data to meet quality requirements that vary by client type.
Regular communication maintains full transparency on project progress.

Machine learning:

I train deep learning models with TensorFlow or PyTorch.
I perform fine-tuning of LLMs (llama, openia, falcon, etc.).
Custom API development is done with FastAPI.

Data extraction:

I practice web scraping with tools like Selenium, Scrapy, and Splash.
I integrate various APIs.
Reading source files in different formats (JSON, CSV, text, Excel, cloud databases) is done with skills in PySpark, Pandas, SQLAlchemy, and SQL.

Data transformation:

Data cleaning and processing are performed with Pandas and PySpark.

Data loading:

I store data in databases such as MongoDB, PostgreSQL, MySQL, with skills in Pandas, PySpark, SQLAlchemy, and SQL.
Data visualization:

I use Python visualization libraries, including Matplotlib, Seaborn, and Plotly.
Interactive dashboard creation is handled with PowerBI and Tableau.

Every project I undertake is an opportunity to bring exceptional value to my clients. If you are looking for a Machine Learning and Data Engineering expert for your next project, do not hesitate to contact me.
  • French

    Native or bilingual

  • English

    Fluent

  • Fula

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • eni gas & power France
    Machine Learning/BI Engineer
    ENERGY AND UTILITIES
    March 2024 - Today (2 years and 4 months)
    Levallois-Perret, France
    Refactor code from data scientists and implement MLOps tools for production.

    Develop a machine learning model to predict the number of customers likely to fall into collections.

    Automate certain Business Intelligence executions with Python.

    Develop dashboards for collections
    Python SQL Azure Databricks SAP MLOps Machine learning Tableau software
  • Deepbloo
    Data Scientist (NLP & Machine Learning Engineer)
    CONSULTING AND AUDITS
    April 2021 - January 2024 (2 years and 9 months)
    Montpellier, France
    - Implement research and development projects focused on exploiting unstructured data, particularly text, by applying natural language processing methods.

    - Design recommendation engines.

    - Develop machine learning models to solve problems involving multiple languages.

    - Fine-tune large natural language models (LLMs) such as GPT, Llama, and Falcon.

    - Ensure the production deployment of resulting models
    Python NLP Data science Data Integration LLM
  • Bandai Namco
    Data Engineer
    VIDEO GAMES AND ANIMATION
    July 2022 - November 2022 (4 months)
    - Participate in the development, maintenance, and updating of a video game database "BI Datawarehouse": Monitor the smooth running of data feeding and updating routines.
    - Write, improve, and implement web scraping scripts.
    - Deduplicate video game titles from different sources (web scraping, API, and internal) under a single name using an ML algorithm.
    - Participate in the construction of BI department Dashboards. Modeling
    Construction of charts
    sklearn Pandas Python Numpy Scrapy Selenium

Reviews

5.0

Out of 1 rating

AD

Account deleted

Reviewed on 11/2/2022

Alpha was a real asset to our project. Active listening, adaptability, and proactive suggestions, I recommend!

Recommendations

Valentin MilleVM
Eric DasseED
Valentin Mille and 1 other person have recommended Alpha

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Education

  • University degree bac +4 big data, data science and risk analysis in python
    University of Montpellier
    2020
    Big data, la data science, la manipulation de bases de données, la modélisation à haute dimension pour l’analyse des risques comme les réseaux de neurones et le machine learning
  • Master 2 Industrial Economics and Smart Grids
    University of Montpellier
    2020
    Mathématique - Statistique - Econométrie - Economie industrielle-Traitement informatique de données (Python et SAS)

Skill set

Categories