Joyjit Roy
Lead Principal Technical Program Manager, KForce
Austin, Texas, United States
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Joyjit Roy is a technology and program management leader specializing in digital transformation, cloud modernization, and applied artificial intelligence. With over two decades of experience across financial, insurance, and eCommerce sectors, his work bridges large-scale enterprise delivery with AI and ML-driven automation.
He currently serves as a Lead Principal Technical Program Manager and AI/ML Cloud certified professional, leading modernization initiatives that integrate machine learning, automation, and agile delivery frameworks. His writing and research explore how emerging AI technologies such as generative models, multimodal systems, and agentic architectures can optimize enterprise operations and decision-making.
His key interests include applied AI research, agentic systems, cognitive automation, cloud-native architectures, and responsible AI adoption in large organizations.
Area of Expertise
Modernizing a Legacy Policy Platform on Kubernetes: Architecture, Tradeoffs, and Enterprise Outcomes
This session shares lessons from modernizing a large, regulated enterprise platform from a legacy, tightly coupled architecture to a Kubernetes-based cloud-native environment. The journey involved decomposing monolithic services, introducing containerized workloads, and establishing a platform foundation that balanced developer autonomy with enterprise governance, security controls, and audit requirements.
We will cover practical design decisions around cluster architecture, workload isolation, CI/CD standardization, policy enforcement, and observability at scale. The talk also discusses what did not work, including early assumptions about service boundaries, release coordination across multiple teams, and friction with platform adoption.
From a business perspective, the modernization enabled faster release cycles, improved platform reliability, better resource utilization, and reduced operational risk in a compliance-heavy domain. Attendees will gain concrete patterns, architectural tradeoffs, and operational lessons they can apply when modernizing critical enterprise systems on Kubernetes.
From Legacy to Cloud-Native: Modernizing a Policy Platform on Kubernetes at Enterprise Scale
This session shares lessons from modernizing a large, regulated enterprise platform from a legacy, tightly coupled architecture to a Kubernetes-based cloud-native environment. The journey involved decomposing monolithic services, introducing containerized workloads, and establishing a platform foundation that balanced developer autonomy with enterprise governance, security controls, and audit requirements.
We will cover practical design decisions around cluster architecture, workload isolation, CI/CD standardization, policy enforcement, and observability at scale. The talk also discusses what did not work, including early assumptions around service boundaries, release coordination across multiple teams, and platform adoption friction.
From a business perspective, the modernization enabled faster release cycles, improved platform reliability, better resource utilization, and reduced operational risk in a compliance-heavy domain. Attendees will gain concrete patterns, architectural tradeoffs, and operational lessons they can apply when modernizing critical enterprise systems on Kubernetes.
Building Autonomous Edge AI Systems: From Architecture to Production at Scale
As AI workloads increasingly move from the cloud to the edge, organizations face critical challenges in orchestrating intelligent systems across millions of heterogeneous devices. This session explores the architectural patterns and practical strategies for building production-grade Edge AI platforms that operate autonomously while maintaining coordination with cloud-based orchestrators.
Drawing from real-world experience deploying AI systems across industrial IoT, healthcare, and smart infrastructure environments, this talk covers:
Edge AI Architecture Patterns: Designing resilient, distributed systems that leverage CPU/GPU/TPU/NPU heterogeneity
Agentic AI at the Edge: Building multi-agent systems that make autonomous decisions with minimal latency
Orchestration Strategies: Balancing edge autonomy with cloud coordination using modern messaging systems (gRPC, MQTT) and cloud-native technologies (Kubernetes, Docker)
Production Lessons: Key insights from scaling Edge AI platforms to millions of devices.
Enterprise Scale eCommerce Modernization
This session unpacks the strategic and operational lessons learned from a large eCommerce Service's modernization initiative, detailing the shift from a traditional SKU-based model to a unified, subscription-driven ecosystem. Attendees will learn how vision, architecture, governance, and leadership aligned to deliver one of the organization’s largest transformations, providing practical insights for digital leaders and program managers on scaling Agile delivery and ensuring sustainable modernization.
Agentic AI for Business Transformation
This strategic roadmap defines the next era of Agentic AI, a critical shift beyond automation. We detail leveraging AI Agents and Multi-Agent Systems to perceive, reason, and execute complex, multi-step tasks across enterprise systems. The scope covers intelligent program orchestration, optimizing operational efficiency, and building adaptive, resilient, cloud-native ecosystems that secure competitive advantage and deliver measurable outcomes globally.
Austin ACM/IEEE Meetup - TechTalks User group Sessionize Event
ProjectManagement.com Webinar Series: Enterprise Scale eCommerce Modernization
This webinar presented a real-world enterprise transformation from a traditional SKU-based commerce model to a subscription-centric digital ecosystem. The session covered cloud-native architectural evolution, scaled Agile delivery, cross-functional coordination, governance at scale, and leadership decision-making in complex modernization programs.
The talk focused on how technical architecture, platform strategy, and execution frameworks intersect in large enterprise environments. Practical lessons included risk management, alignment across engineering and business teams, and sustaining long-term value in subscription-based platforms.
The session was hosted on ProjectManagement.com (PMI platform) and qualifies for 1.0 PDU for PMI-certified professionals.
Enterprise Modernization: Mastering the Shift to Subscription and Continuous Value Models
Session Type: Technical Webinar
Platform: Luma (hosted via Google Meet)
Presenter: Joyjit Roy
Delivered a professional webinar focused on enterprise modernization and the transition from traditional product models to subscription and continuous value delivery. The session covered cloud-native engineering approaches, modernization frameworks, platform evolution, and scaled Agile execution in enterprise environments.
The talk emphasized architectural strategy, leadership alignment, and practical lessons from large-scale digital transformation initiatives. The event was publicly listed and attended by technology and engineering professionals interested in modernization and platform transformation topics.
A recording of the session and supporting materials are available.
2nd International Conference on Sustainable Computing and Intelligent Systems (SCIS 2025)
Session Type: Invited Conference Presentation (Virtual)
Event: SCIS 2025 – 2nd International Conference on Sustainable Computing and Intelligent Systems
Organizer: Sustainable Computing and Intelligent Systems (SICS)
Delivered a technical session at SCIS 2025 focused on intelligent systems and applied computing within sustainable and enterprise-scale technology environments. The talk covered system design considerations, architectural tradeoffs, and applied AI/ML integration in complex computing ecosystems.
The conference was hosted by the University of Canberra, Australia, and brought together researchers and practitioners from sustainable computing, intelligent systems, and applied engineering domains. The presentation was delivered virtually.
Speaker profile, session record, and participation certificate are available via the conference portal.
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