Work
Apr. 2025 – Present
Incepto Medical | ML Research Intern
- Improving a multi-modal classifier by exploiting data from medical reports.
- Developed a binary classifier for lesion detection on prostate MRI, achieving an AUROC of 0.86.
- Created a data extraction script, reducing processing time from 10 minutes to 1 minute.
- Tools: Python, Machine Learning, Deep Learning, Medical Imaging, TensorFlow, Kubernetes, AWS
Aug. 2024 - Sep. 2024
Rippletide | Machine Learning Intern
- Developed a deal price prediction model using XGBoost, achieving an 80% accuracy rate.
- Designed and built an LLM pipeline for automated data extraction from sales conversations.
- Collaborated with developers to deploy the model as an API.
- Tools: Python, XGBoost, NLP
July 2023 - Aug. 2023
Talan | Data Engineer Consultant - Intern
- Developed a Food Product Recommendation System using content and collaborative filtering.
- Implemented an OCR module with 90% accuracy.
- Tools: OCR, Tesseract
Projects
- Accessroad.data
My team's solution for the Mistral AI Hackathon at the Paris R.AI.SE Summit, April 2024.
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Simufoule
Designed and implemented a server simulating up to 1000 agents using Helbing’s social force model.
Tools: Python, JavaScript, Flask, Simulation Models
- TopoGiraffe
A C# software that helps draw and make topography measures.
- Immo_ESI
A Java-written app for real estate management with GUI and object-oriented architecture.