Work Experience

• Developed and deployed a generative pix2pixHD-based conditional Generative Adversarial Network (cGAN) model to create photorealistic interior design renderings for architectural floor plans, resulting in a 40% increase in client conversions and a 25% reduction in design iteration time.

• Achieved 95% speedup by adding python and Revit API based automated custom toolbar to be used by architects and designers in Autodesk Revit & Rhino.

• Developed a novel hybrid model, ArchVisMix and optimized diffusion models with ControlNet and LoRA for controlled architectural design visualizations.

• Developed a ML-based tool, Unit Finder, for efficient retrieval of similar architectural floor plans using spatial features integrated with modeling software.

• Developed & deployed a generative deep learning based conditional GAN model for detection and characterization of quantum 2D materials.

• Conducting AI-driven research in the application of machine learning models for simulating quantum material behaviors.

• Collaborating with interdisciplinary teams to advance AI techniques in materials science, focusing on 2D materials and spintronics.

• Exploring the integration of AI with experimental data to bridge the gap between theory and practical application in quantum materials.

• Led the architectural design for Adobe Experience Manager (AEM) bulk ingestion and automated email experience assembly model.

• Developed intelligent services aimed at optimizing the system for Creative Cloud Customers as part of Global Marketing & Strategy Team (GMS).

• Attained a remarkable 60% reduction in AEM email and content onboarding, streamlining processes effectively.

• Honored with the “Innovation Ideator” award for exceptional contributions to critical innovations within GMS.

• Engineered a set of highly scalable and efficient microservices on the AWS platform, specifically catering to AT&T offers & plans.

• Utilized technologies such as Python, Spring Boot, Kafka, Docker, Kubernetes to enhance system performance, ensuring seamless delivery of services.