Freelancer profile translated to English.
Back to original languageAbout Timothée
🌟 Data Scientist Generative AI 🌟
🙋♂️ About Me
Hello! I am a skilled Data Scientist specializing in Generative Artificial Intelligence. With two years of work-study experience, I am ready to tackle your data challenges and integrate innovative AI solutions into your organization.
🎯 Areas of Expertise
- 📊 Data analysis and interactive visualization
- 💻 Data processing and cleaning with Python
- 🌐 Web scraping
- 🤖 Design and monitoring of machine learning (ML) models
- ☁️ Deployment of ML models in the cloud and at the edge
- 🗨️ Chatbot development
- 📄 Summarization of large documents
- 🎨 Generation of visual content with AI
- ✉️ Customization of language models (LLMs)
- 💡 And much more...
🛠 Technical Skills
👩💻 Software Engineering
- 🐍 Python, SQL
- 🛠 Git, Docker, Flask, FastAPI
- 🔄 CI/CD, Unit Testing
📊 Data Analysis
- 📈 Qlik Sense, Dash, PowerBI
- 📉 Plotly, Matplotlib, Seaborn
- 🕵️ Pandas
- 📚 Statsmodels, Scipy
🤖 Data Science and Machine Learning
- 🎛 Scikit-learn, XGBoost, LightGBM
- 🧠 TensorFlow, Keras, Huggingface
- 🗨 LLM, Huggingface, langchain, openai, sklearn, NLTK, SpaCy, Gensim, AWS Comprehend
- 👁 OpenCV, CNN, ViT, AWS Rekognition
- 🤖 H2O, Auto-sklearn, AutoKeras, TPOT, AWS Autogluon
- 📦 AWS Sagemaker, MLflow
- 📆 RNN, pmdarima, Facebook Prophet
- 📈 SHAP
☁️ AWS Services
- 💾 S3, IAM
- 💻 Lambda, StepFunctions, EC2, Sagemaker
- 🔒 Password Manager
- 📦 ECR
- 🛎 SNS, SQS
- ⚙️ CloudFormation
- 🌐 API Gateway
- 📊 CloudWatch, X-Ray
🌟 Soft Skills
- Collaboration and teamwork
- Organization and time management
- Verbal and written communication
- Creative thinking and problem-solving
- Stress management and continuous learning
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- WediaJunior Machine Learning Engineer (Work-Study)SOFTWARE PUBLISHINGOctober 2021 - October 2022 (1 year)Paris, France• Generation of marketing images from user description by AI• Generation of text summaries of a video, with timecode by AI• POC image classification with Tensorflow, openCV & AWS || conclusive ||• Creation and deployment of a self-managed AI computer vision service in an AWS cloud environment• Creation of various AI lambda functions (video clip generation, OCR, automatic translation, voice recognition)• Proposal of several high-impact Machine Learning projects
- MSD FranceJunior Data Scientist (Work-Study)MEDICALOctober 2020 - September 2021 (11 months)92800 Puteaux, France• Text classification with Tensorflow, nltk, spacy, gensim & AWS• Deployment of Qlik Sense dashboards collecting RSS feeds from the web for social listening and pharmacovigilance• Hackathon - predicting email open rates
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Education
- Master's degree program, Bac + 5, Artificial Intelligence & BusinessIA School2022Artificial Intelligence, Data Science, Data Analysis, Mathematics & Management
- Bachelor of ManagementEDC Paris Business School2016Bachelor in Management, Management & Entrepreneurship
Certifications
- Generative AI with Large Language ModelsDeepLearning.AI2023
- Deep Learning SpecializationDeepLearning.AI2021