Avinash Singh Rao

AI/ML Engineer with 2 years of experience specializing in MLOps, Generative AI, and LLMs. Expert in designing production-ready AI application pipelines and scalable architectures using AWS SageMaker, Docker, and Kubernetes. Proven track record of developing end-to-end ML solutions—from automated data preprocessing and EDA to model monitoring and deployment—while acting as a Subject Matter Expert (SME) in Agile environments.

Machine Learning / Predictive Analytics - It Butler e-Services

• Developed ML-driven targeting strategies improving campaign performance
• Built Power BI dashboards for KPI tracking and business insights
• Performed A/B testing and statistical analysis to optimize conversions

SEO Analyst / Marketing Analyst - My Care Labs

• Analyzed large datasets using Python and SQL for behavioral insights
• Built dashboards and reports for decision-making
• Improved campaign performance using data-driven strategies

Financial Fraud Risk Analytics

• Built ML-based fraud detection system for real-time transaction monitoring
• Processed 1M+ transaction records using Python and SQL
• Improved fraud detection accuracy by 24% and reduced false positives by 32%
• Created Power BI dashboards for fraud risk monitoring

Telecom Customer Churn Prediction

• Built telecom customer churn prediction models using Python and Scikit-learn
• Analyzed customer behavior data to improve retention campaign targeting
• Developed automated reporting dashboards using Power BI and SQL
• Improved campaign optimization through predictive analytics and segmentation
• Supported scalable ML workflows using AWS SageMaker and Docker

AI-Powered SOC Alert Prioritization

• Developed ML-based SOC alert prioritization workflows to reduce alert fatigue
• Automated log analysis and incident classification using Python and NLP
• Improved incident response efficiency through risk-based alert scoring
• Built Power BI dashboards for SOC monitoring and security reporting
• Deployed API services using FastAPI and Docker

Digital Marketing Executive - Ashapura Softech

• Executed performance marketing campaigns using analytics tools
• Applied segmentation and A/B testing to improve ROI

Digital Marketing Executive - WebSenor Infotech

• Monitored campaign data and generated actionable insights
• Improved performance through data analysis and reporting

B.Tech - Engineering - Techno India NJR Institute of Technology, Udaipur