Hi there, I'm Saad TAZROUTE!

Data Engineer & Machine Learning Specialist with Cloud Expertise and a passionate full-stack ML developer

• 💼 Data Engineer at ThePlaceTowish, specializing in cloud-native solutions and ML systems
• 🚀 Experienced in building end-to-end ML pipelines and serverless architectures
• 🌐 Proficient in full-stack development, from backend services to ML model deployment
• 📊 Passionate about solving complex data challenges and optimizing data ecosystems
• 📫 For collaborations or inquiries, reach out to: [email protected]

GitHub Stats

Contribution Graph

Technical Expertise

Key Skills and Technologies

• Cloud Services: AWS (SageMaker, Lambda, S3, RDS, CloudFormation, Glue)
• Machine Learning: PyTorch, TensorFlow, Keras, Computer Vision, NLP, Time Series Analysis
• Data Engineering: Data pipelines, ETL processes, Big Data handling
• Web Development: Django, RESTful APIs, Microservices
• DevOps: Docker, CI/CD, Git, AWS CodePipeline
• Databases: SQL, NoSQL

Featured Projects

E-commerce Recommendation System Migration (ThePlaceTowish)

• Spearheaded migration to AWS using microservices architecture
• Implemented robust data pipeline for personalized product recommendations
• Designed CI/CD pipeline for streamlined multi-stage deployments

Multilingual Document Processing System (Althea Consulting)

• Developed OCR solution for handwritten Arabic documents using LSTM models
• Implemented parallel processing pipeline with Langchain and AWS deployment

Celebrity Look-alike and Face Morphing App

• Built CNN-based similarity search and StyleGAN3 face morphing
• Deployed using Django, Heroku, and AWS

AI-Generated Art E-commerce Platform

• Created platform for buying/selling AI-generated images and NFTs
• Implemented with Django and AWS (RDS, S3, SageMaker)

Video Anomaly Detection System (Two-i)

• Implemented advanced Deep Learning architectures (Encoder/Decoder, Convolutional LSTM)
• Developed production-ready ML pipelines for object detection using YOLOv4
• Utilized AWS SageMaker for model training and deployment

Professional Experience

• Data Engineer at ThePlaceTowish (Oct 2023 - Present)
• Machine Learning Engineer (Freelance) at Althea Consulting (Mar 2023 - Jun 2023)
• Data Scientist at D3S: Data Science Strategic Services (Aug 2022 - Mar 2023)
• Machine Learning Engineer at Two-i: Video Surveillance (Apr 2021 - Sep 2021)

GitHub Trophies

I'm always excited to tackle new challenges in data engineering, machine learning, and cloud computing. Let's connect and build innovative solutions together!

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