My Technical Articles

From Local ML to Global Impact: Scaling AI with Distributed Systems & Cloud Patterns

Explore how leveraging distributed systems and cloud platforms is crucial for deploying AI/ML models effectively at scale, drawing insights from real-world project experiences.

2025-07-28
AIMachine LearningDistributed SystemsCloud ComputingGCPDeploymentOptimization
Optimizing Large-Scale AI/ML Deployments: A Systems-Centric View

Exploring the critical role of distributed systems and cloud platforms in scaling AI/ML applications, drawing insights from practical projects and current research trends.

2025-07-28
AIMachine LearningDistributed SystemsCloud ComputingGCPDeploymentOptimization
Navigating the Algorithmic Frontier: Responsible AI in Critical Decision Support Systems

Discussing the ethical dimensions and responsibilities inherent in deploying AI for critical decision-making, particularly in sensitive domains like healthcare.

2025-07-28
AI EthicsHealthcareMachine LearningDecision SupportResponsible AIFairness
Beyond REST: Building Responsive Applications with Real-time & Event-Driven Architectures

Explore the shift from traditional RESTful APIs to more dynamic, real-time, and event-driven architectures crucial for modern responsive applications.

2025-07-28
Distributed SystemsWebSocketsKafkaReal-timeMicroservicesAPI DesignSoftware Engineering
Architecting Trustworthy AI: Navigating Privacy and Ethics in Distributed Machine Learning

Delve into the critical challenges of building ethical and privacy-preserving AI systems, particularly within distributed environments, and strategies for fostering trust.

2025-07-28
AI EthicsPrivacyMachine LearningDistributed SystemsResponsible AIData Science
The AI-Powered Developer: Boosting Productivity with Intelligent Code Assistants

Dive into how AI is revolutionizing software development by creating intelligent assistants that streamline workflows, reduce errors, and significantly boost developer productivity.

2025-07-28
AISoftware EngineeringProductivityCode GenerationGoogle Gemini APIDevelopment Tools