fpaupier / cancerous_cells_scans_processing

Predict survival time from PET scans

Senior Software Engineer with a focus on Machine Learning engineering and an advocate for results-driven solutions. Leveraging a proven track record of designing and deploying ML workflows tailored to business needs.

🛠 Specializations:

• Machine Learning Workflow Design
• Backend Development with Python (fastAPI, gRPC)
• Frontend Development using React
• Cloud Solutions: AWS, GCP

📚 Education: Centrale Nantes - Master of Science: Signal Processing & Statistics.

🗂 Professional Journey:

• Freelance ML Engineer
• ML engineer at Schneider Electric, Boston, MA
• Data Engineer at Kpler, Paris

🔍 Learning: Kubernetes

Featured Content 📝

• 📕 Blog Posts:

  • Apache NiFi - Surf on Your Dataflow
  • Multiprocessing with Python & gRPC
  • Telegram Bot in Go

• 🎙 Podcast - Post Mortem Podcast: A dive into the intricacies of system outages, exploring causes and solutions. Available on Apple Podcasts, Spotify, Deezer, and Google Podcasts.

Tech Stack 🛠️

My favorite tool is the one that's right for the job at hand. Still, I've developed a particular affinity for some.

📊 Github Analytics:

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