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  • XBTO
  • France

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Achievement: Pull Shark

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Achievement: Pull Shark

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octave-ati/README.md

Octave Antoni Banner

My profile

Nice to meet you! I'm Octave, a 34-year-old reforestation data and platform engineer, working for XBTO, a fintech company specializing in cryptocurrencies.

Fluent in English and in French, I'm interested in pursuing my career in an ambitious company working on state-of-the-art Data & AI products.

✨ About Me in 30 Secs

  • Experienced Data & Platform Engineer with 8+ years of experience designing, deploying, and scaling data infrastructure in high-stakes environments—from military intelligence to deep-tech startups.
  • Former Data & AI Projects Officer in the French Navy, where I led critical ML projects in computer vision (UAV, satellite imagery) and NLP (intelligence reporting, target identification) for operational missions.
  • Currently Lead Data & Platform Engineer at a reforestation tech company, where I built a cloud-native data platform from scratch and deployed 30+ geospatial and ML pipelines.
  • Holder of 2 Master’s Degrees (AI Engineering & Data Science) and 2 Bachelor’s Degrees (Data Analytics & Operations Management).
  • Passionate about scalable systems, meaningful impact, and applying ML in real-world, complex domains like logistics, geospatial analysis, and intelligence.

📚 Portfolio

  • Click HERE for my portfolio

💡 Skills & Tech Stack

Languages & Tools
Python · SQL · Spark · R · Ruby · JavaScript · Bash · Excel/VBA

Frameworks & Platforms
Airflow · Dagster · AWS Step Functions · Docker · Kubernetes · dbt · Terraform · GitHub Actions

Cloud & Infra
AWS (S3, Lambda, Aurora, ECS, EKS) · GCP · OpenSearch · Snowflake

Core Areas
MLOps · DataOps · Machine Learning · Deep Learning · NLP · Computer Vision · Data Engineering · Geospatial Analytics · Big Data Preprocessing

Bonus
Certified instructor in collateral damage assessment · Bilingual (French/English) · Experienced in high-stakes strategic briefings

🙌🏻 Connect with Me

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  1. Portfolio Portfolio Public

    This repository stores my Portfolio as a Data Scientist, Machine Learning Engineer and Data Analyst.

    Jupyter Notebook

  2. MLOps-Text-Classification MLOps-Text-Classification Public

    Implementation of a Text Classification Project with MLOps practices

    Jupyter Notebook 1

  3. Designing-a-responsive-Flight-Booking-Chatbot Designing-a-responsive-Flight-Booking-Chatbot Public

    Creation of a draft chatbot for an airline

    Jupyter Notebook 1

  4. Image-Segmentation-for-Autonomous-Driving-Vehicle Image-Segmentation-for-Autonomous-Driving-Vehicle Public

    Image segmentation for a computer vision system

    Jupyter Notebook

  5. Yelp-Reviews-Topic-Identification-and-Image-Classification Yelp-Reviews-Topic-Identification-and-Image-Classification Public

    NLP and image processing before application of Computer Vision algorithm

    Jupyter Notebook 1

  6. Twitter-Sentiment-Analysis Twitter-Sentiment-Analysis Public

    Performing Deep Learning Sentiment Analysis on Twitter Posts

    Jupyter Notebook