Data Analytics Professional with 5+ years of experience in business intelligence and data analytics, specializing in end-to-end ML solutions and data-driven decision making.
- 5+ years of experience in data analytics and business intelligence
- Strong focus on delivering tangible solutions and effective communication
- Expertise in data quality management, building end-to-end BI solutions, and high-quality documentation
- Proven track record in stakeholder management and cross-functional collaboration
- Developing a deep learning model for pneumonia detection in chest X-ray images
- Model Development:
- Supervised/Unsupervised Learning
- Deep Learning (CNN, RNN, Transformers)
- Generative Adversarial Networks (GANs)
- Natural Language Processing with Hugging Face
- Computer Vision
- MLOps:
- MLflow for experiment tracking
- Model versioning and registry
- Automated testing and deployment
- Performance monitoring
- A/B testing
- API Development:
- REST API design patterns
- API authentication/authorization
- JWT/OAuth implementation
- FastAPI, Flask, and Django
- Requirements Engineering: Business requirements gathering, technical specifications
- Process Optimization: Workflow analysis, efficiency improvements
- Data Quality Management: Data validation, cleaning, and governance
- Documentation: Confluence, comprehensive technical writing
- Project Management: Jira, Agile methodologies
- Financial Analysis: Excel VBA, ROI assessment
- Presentation: Professional deck creation
- Industry Standards: SDLC, Agile
- Data Governance: Alation, security, compliance
- Data Pipeline Design: ETL/ELT workflows
- Data Warehousing: Schema design, optimization
- Version Control: Git, DVC (Data Version Control)
- Advanced MLOps Practices
- Generative AI and GANs
- Cloud Architecture (GCP, Azure)
- Data Governance & Security
Last Updated: 2025-02-09 02:43:58 UTC