Ramin Sharifi
Machine Learning and Software Engineer
Innovative Data Scientist and Machine Learning Engineer with over three years of experience in software development and data engineering within fast-paced environments. Proven expertise in designing and implementing scalable data pipelines and machin...
Featured Projects
Explore some of my recent work in data science, machine learning, and software development.
Real-time Revenue Analytics Platform
Developed a scalable data pipeline using Apache Kafka and AWS Lambda to ingest and process real-time sales data. Implemented a data warehousing solution with Google BigQuery to enable seamless integration with business intelligence tools. Enhanced reporting accuracy by 30% through automated ETL processes, ensuring timely insights for revenue operations.
Cloud-based Data Infrastructure Optimization
Led a project to migrate legacy data systems to a cloud-based architecture utilizing Google Cloud Platform. Designed and implemented data storage solutions with Google BigQuery, optimizing query performance by 40%. Collaborated with cross-functional teams to align data architecture with business goals, improving data accessibility and reliability.
Predictive Maintenance System for Drone Fleet
Engineered a predictive maintenance system for drone operations using Python and TensorFlow. Created data pipelines to process telemetry data, enabling early detection of potential failures. Improved operational efficiency by 25% through timely maintenance alerts and reduced downtime.
About Me
I'm a Data Scientist and Machine Learning Engineer with over three years of experience in software development and data engineering.
My expertise lies in designing and implementing scalable data pipelines and machine learning solutions using Google Cloud and AWS. I'm proficient in Python, TensorFlow, and PyTorch, with a strong background in data analysis and statistical modeling.
Current Focus
- Researching Large Language Models for code generation and software development
- Building data engineering pipelines for machine learning projects
- Exploring the integration of LLMs in software testing and debugging workflows
- Developing automated documentation generation systems
Let's Work Together
I'm always open to discussing new projects, interesting ideas, or opportunities to be part of your vision.
Get in Touch