Predictive Quality Monitoring
Forecasts operational quality metrics and surfaces explainable alerts before production incidents.
Operational down-time and lack of visibility into model drift/system failure.
BACKEND & SOFTWARE DEVELOPER
Backend engineering • APIs • Data • Infrastructure
With a strong background in Computer Applications and software development, I specialize in designing robust service contracts, building backend architectures, optimizing database performance, and creating reliable software solutions.
Mangaluru / India
Master of Computer Applications (MCA)
Every backend project follows a disciplined pipeline from architectural specification to containerized deployment.
Turn ambiguous requirements into clear system boundaries, service expectations, and data flow constraints.
Design clean REST APIs, database schemas, cryptographic contracts, and predictable system interactions.
Implement clean, maintainable services with explicit error boundary handling and type safety.
Test edge failure cases, connection timeouts, high query latencies, and payload throughput under stress.
Containerize with Docker, deploy with automated CI/CD pipelines, and monitor telemetry metrics.
Forecasts operational quality metrics and surfaces explainable alerts before production incidents.
Operational down-time and lack of visibility into model drift/system failure.
Encrypted form submission system with admin review, audit logs, and role-based access controls.
Data tampering and lack of end-to-end security in client feedback ingestions.
A utility that turns ChatGPT export logs into cost metrics, token forecasts, and product insights.
High API token spend opacity leading to unpredicted developer cost spikes.
A classifier interface that separates model behavior, feature explainability, and deployment readiness.
AI teams needing clean visualization to sanity check computer vision classifier outputs.
Presented research paper analyzing multi-factor authentication paradigms, cryptographic verification pipelines, vulnerability mitigation in password-only models, and zero-trust authentication protocols.
Whether you have an inquiry, project opportunity, or want to discuss backend architecture and engineering — reach out anytime.