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Santosh MungleSM

Santosh Mungle

Artificial Intelligence, Data Science, LLM, GPT

€850/day
2 projects
Paris, FR
15+ years

Average response time: 1 hour

About Santosh

- 15 years of experience in field of data science, AI and big data in 4 countries (France, United States, England, and India).

- I have worked with large fortune 500 companies in deploying production level data science and big data product on a global scale

- I worked with companies like Danone, Johnson & Johnson, Orange, Boston Scientific, CVS Health, Procter & Gamble, Boeing etc.

  • English

    Native or bilingual

Can work on-site
Paris (up to 20km)

Experience

  • Crédit Agricole CIB
    Chief Data Scientist
    BANKING AND INSURANCE
    November 2023 - Today (2 years and 7 months)
    Montrouge, France
  • AI Technologies LTD
    Director of Engineering - AI
    TECH
    May 2023 - Today (3 years)
    Paris, France
    - Providing range of consulting services to organization to unlock the potential of Large Language Models (LLM).

    - Custom GPT model development tailoring to specific needs and objectives of the organization.

    - Training and fine-tuning of GPT models to achieve best performance with higher accuracy for the use cases.

    - Developing solution architecture to integrate GPT models with existing systems of the company.
    LLM ChatGPT Prompt engineering
  • Danone SA
    Lead Data Scientist of Global Team
    AGRICULTURE
    July 2022 - May 2023 (11 months)
    Paris, France
    - Led the development and deployment of machine learning and statistical models into production for several country’s markets based on business requirements using Python, Spark, PySpark, Databricks, Azure data lake, Azure data factory, Snowflake, MLflow, Terraform, DevOps tools (CI/CD, Kubernetes, Azure Artifactory/Package Management) and Scrum (JIRA, Sprint Planning, Kanban).

    - Led data science and data engineering enhancement and support to existing machine learning products in DACH (Germany, Austria, and Switzerland), and Benelux market of Danone covering multiple use cases on propensity modeling, community clustering, Lead scoring etc.

    - Led the development and deployment of various machine learning models, AI, and statistical models into production for South East Asia market of Danone covering use cases such as churn, migration, OCR, & consumption.

    - Managed the several tasks involving data engineering, BI, GDPR, and compliance such as egression of model results into Power BI systems, Snowflake architecture and schema creations, working on Power BI dashboard with DACH country markets, obfuscation framework for data handling regarding GDPR, developing data ingestion and egression framework w.r.t. GDPR and Compliance.

    - Managed stakeholder relationship with countries’ business units in Europe and in Asia on weekly basis on product support, enhancement and bug fix for data science and data engineering team.
    Python PySpark Azure Databricks Microsoft Azure Git Atlassian JIRA Snowflake

Reviews

4.6

Out of 2 ratings

S

Sophie

DEMAIN - PRISMA MEDIA

Reviewed on 1/8/2020

Smart and creative, always try to find the acurate solution.
S

Sophie

DEMAIN - PRISMA MEDIA

Reviewed on 1/8/2020

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Education

  • PhD Candidate
    University of Arizona
    2013
    Artificial Intelligence, Bayesian Modeling, Reinforcement Learning, and Optimization.
  • Master of Science
    University of Arizona
    2013
    Algorithms, Optimization, Linear Systems Theory, Statistics, Systems Engineering, Stochastic Modeling

Skill set

Categories