Project Manager at Crunch

Spearheaded the development of a cutting-edge SaaS platform focused on enhancing user engagement and analytics for digital marketing campaigns. Built advanced batch processing using Spring Batch for large-scale data processing jobs, reducing processing times by 40%. Deployed secure APIs using Spring Security, which improved application security and compliance with industry standards, reducing vulnerabilities by 50%. Led the containerization of legacy applications using Docker and orchestrated deployment with Kubernetes (v1.19), improving the deployment time by 50%. Created and established real-time data pipelines using Kafka, allowing real-time streaming and analysis of financial transactions, enhancing fraud detection capabilities by 30%. Automated scheduler jobs using Spring Scheduler to automate key back-end processes, reducing manual intervention by 70%. Engineered automated infrastructure using Terraform to provision cloud resources on AWS, reducing manual deployment times by 60%.

AI Engineer & Full Stack Developer at Light IT

Led AI-based systems and applications, improving operational efficiency by automating manual processes and reducing errors by 25%. Architected an ensemble forecasting model handling 15M+ daily predictions, cutting supply chain costs by $900K annually through just-in-time inventory optimization. Pioneered a transformer-based NLP pipeline analyzing customer feedback, uncovering 3 previously unknown market segments that guided a 22% more effective ad spend allocation. Spearheaded a YOLOv8-based visual inspection system that achieved 99.1% defect detection accuracy, replacing 80% of manual QC checks in manufacturing. Optimized recommendation algorithms using knowledge graphs and reinforcement learning, lifting average order value by 31% through dynamic bundle suggestions.