I'm Akshat

Feb 2026 – Mar 2026

• Built a centralized Flask-based monitoring and automation dashboard for on-prem Jenkins infrastructure, delivering real-time visibility into node health, build activity, and agent performance.
• Reduced manual monitoring and failure-triage effort by 50%, improving team productivity and incident response time.
• Infrastructure monitoring: tracked disk, memory, and workspace usage, agent availability, executor utilization, and build-queue status with configurable warning/critical thresholds.
• AI-powered failure analysis: integrated an LLM assistant that auto-detects build failures, performs root-cause analysis, classifies issues as infrastructure vs. code defects, and offers an interactive chatbot with SSE streaming.
• Build intelligence: monitored nightly builds, failure streaks, and per-node build history, with automatic agent attribution for parallel test executions across distributed nodes.
• Automation & alerting: added selectable Teams/email notifications, role-based auth, audit logging, and SQLite-backed caching with 7-day historical trend charts.

Feb 2022 – Mar 2022

• Developed an automated requirement analysis tool using NLP techniques such as Named Entity Recognition (NER).
• Streamlined requirement extraction, reducing manual effort by 90% and improving consistency across engineering documents.
• Designed modular, reusable pipelines for processing large volumes of unstructured data efficiently.

2023

• Developed a responsive weather application using React, integrated with the OpenWeatherMap API for real-time data.
• Implemented geolocation-based services and dynamic search with robust error handling.
• Optimized API calls and frontend performance for a smooth experience across devices.