Skip to content
View Nathravorn's full-sized avatar
12 followers · 4 following

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@Tuxae

Block or report Nathravorn

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Nathravorn/README.md

Etienne Boisseau

Data Scientist | Machine Learning, NLP, Optimization

Hi there! 👋 I'm a Data Scientist passionnate about automation and optimization.

My specialization is in Natural Language Processing (NLP).

Project Portfolio

Here are a few examples of recent projects with my clients:

  • 🧠 Neural Network Optimization for Large-scale Inference: Using state-of-the-art neural network optimization methods, optimizing data flow and minimizing idle time, we managed to divide the cost of inference by 6 for large NLP models.
  • 🚚 Logistics Incident Detection and Prediction: The client needed an incident detection system that would have a 0% false-negative rate - meaning it knew when to call upon a human for any ambiguous case. We were able to achieve this thanks to a rigourous data processing, data quality control and monitoring pipeline.
  • 🌐 Simulating a Social Network: We built a unique algorithm for simulating user messages on a social network. The text content of the posts was machine-generated using a novel algorithm allowing for unprecedented control over the nature, theme, and emotion of the text. This system powered an innovative immersive experience, which was used in a crisis management course at a top French university.

See more at my project portfolio.

Links

Tech Stack

My favorite technologies to build projects.

Data Science & Data Analysis

Pandas Numpy SciPy Plotly Matplotlib Seaborn Dash

Machine Learning, Deep Learning

Scikit-Learn PyTorch PyTorch-Lightning TensorFlow Keras Huggingface Gensim Flair

Software Engineering

Python Bash git Ubuntu Jupyter Pytest

Data Engineering & MLOps

Docker Kubernetes Elasticsearch Kibana

Operations Research and Optimization

CVXPY Gurobi CPLEX HiGHS

Scraping and Automation

Selenium Playwright PyAutoGUI BeautifulSoup

Pinned Loading

  1. monitoring-tree-growth-from-space monitoring-tree-growth-from-space Public

    Monitoring the growth of a managed forest in Uruguay using Radar Satellite images

    Jupyter Notebook

  2. neural_note_linking neural_note_linking Public

    Categorize bits of text by how similar they are using neural language models

    Python 3