Krish Mehta

Professional Summary

Operator-engineer shipping zero-to-one products end-to-end with AI-augmented engineering. Currently Implementation Engineer at Harness; previously Software Engineer at PayPal across Artifactory, GitHub, and Jira for 20,000+ developers and 2 million+ daily operations, where ML-driven cost prediction surfaced $5 million in audit savings and a Kubernetes migration cut Artifactory downtime by 40%. Trinity College Dublin engineering graduate.

AI Engineer specializing in production large language model (LLM) systems, agentic architectures, and Model Context Protocol (MCP) servers. Designed an 11-agent control plane orchestrating Claude Opus, Sonnet, and Haiku across cost and workload tiers for the TripOS travel application. At PayPal, built a custom natural- language MCP server unifying search and command across Artifactory, GitHub, and Jira. Trinity College Dublin engineering graduate.

Software engineer shipping production web applications end-to-end. TripOS is a 126-route Next.js 15 application backed by PostgreSQL, Prisma, Stripe, and Auth.js with 689 unit tests and 148 end-to-end specs, live at tripos.dev. Currently Implementation Engineer at Harness; previously Software Engineer at PayPal across Artifactory, GitHub, and Jira for 20,000+ developers. Trinity College Dublin engineering graduate.

Platform / DevOps / Site Reliability Engineer with hands-on Kubernetes, Terraform, and CI/CD experience at scale. Architected the PayPal Artifactory migration from bare-metal and virtual machines to a Kubernetes cluster, reducing downtime by 40% across 20,000+ developers. Built Terraform and Python automation handling 100+ monthly repository lifecycle requests. Currently owning enterprise CI/CD, security testing, and infrastructure-as-code rollouts at Harness. Trinity College Dublin engineering graduate.

Implementation Engineer and customer-facing technical advisor with five-plus enterprise rollouts spanning continuous delivery, security testing, infrastructure as code, internal developer portals, and software supply chain modules at Harness. Built three AI-powered onboarding accelerators using Claude, GitHub, and Harness, including a one-shot repository-to-CI/CD framework with integrated security testing. Trinity College Dublin engineering graduate.

Skills

Professional Experience

• Owned end-to-end technical delivery for 5+ enterprise customer engagements spanning CI/CD, security testing, infrastructure as code, internal developer portals, and software supply chain.
• Shipped three AI-powered onboarding accelerators built with Claude, GitHub, and Harness — including a one-shot repository-to-CI/CD framework with integrated security testing.
• Built the IDD onboarding chatbot used by internal teams and customers for enablement.
• Authored reusable expert-skill frameworks for Claude and Copilot-style assistants, compressing customer adoption timelines.

• Designed and shipped three AI-powered onboarding accelerators using Claude (Opus, Sonnet) integrated with GitHub and Harness, including a one-shot repository-to-CI/CD framework with integrated Security Testing Orchestration.
• Built the IDD onboarding chatbot leveraging retrieval-augmented generation (RAG) over internal documentation for internal and customer enablement.
• Authored reusable expert-skill frameworks and AI workflows for Claude- and Copilot-style assistants, productizing prompt patterns for repeatable customer outcomes.
• Delivered multi-module transformations across CI/CD, STO, IaCM, IDP, and SCS, integrating LLM tooling into enterprise developer-platform workflows.

• Owned end-to-end technical delivery for 5+ enterprise customer engagements across continuous delivery, security testing, infrastructure as code, internal developer portal, and software supply chain modules.
• Delivered multi-module platform transformations: Software Supply Chain for a global financial services enterprise; Continuous Delivery for an HR-technology company; CI/CD with Security Testing, Infrastructure as Code, and Internal Developer Portal for a global marketplace.
• Shipped three AI-powered onboarding accelerators built on Claude, GitHub, and Harness, including a one-shot repository-to-CI/CD framework with integrated security testing.
• Built the IDD onboarding chatbot used by internal teams and customers for enablement.

• Own end-to-end technical delivery for 5+ enterprise customer rollouts spanning Continuous Integration / Continuous Delivery, Security Testing Orchestration, Infrastructure as Code Management, Internal Developer Portal, and Software Supply Chain modules.
• Delivered multi-module platform transformations integrating with enterprise code repositories and artifact registries across global financial services, HR technology, and marketplace customers.
• Built three AI-powered onboarding accelerators with Claude, GitHub, and Harness, including a one-shot repository-to-CI/CD framework with integrated Security Testing Orchestration.
• Authored reusable expert-skill frameworks and AI workflows accelerating platform adoption across multiple customer engagements.

• Own end-to-end technical delivery for 5+ enterprise customer engagements across CI/CD, Security Testing Orchestration, Infrastructure as Code Management, Internal Developer Portal, and Software Supply Chain modules.
• Serve as trusted technical advisor across pre-implementation and implementation phases — architecture discussions, integration design, onboarding strategy, and stakeholder facilitation.
• Delivered multi-module platform transformations: SCS for a global financial services enterprise; CD for an HR-technology company; CI/CD, STO, IaCM, and IDP for a global marketplace platform.
• Built three AI-powered onboarding accelerators with Claude, GitHub, and Harness, including a one-shot repository-to-CI/CD framework, plus the IDD onboarding chatbot used internally and by customers.

• Led product strategy and technical delivery for Artifactory, GitHub, and Jira platforms serving 20,000+ developers and 2 million+ daily operations.
• Built a Machine Learning cost-prediction model for Jira task analysis that surfaced $5 million in audit cost savings for the Finance team.
• Authored Artifactory storage cleanup automation, saving $60,000 per month in Google Cloud Platform costs.
• Architected the Artifactory migration from bare-metal hosts and virtual machines to a Kubernetes cluster, reducing downtime by 40%.

• Built a custom natural-language Model Context Protocol (MCP) server unifying search and command execution across Artifactory, GitHub, and Jira — accelerating Software Development Lifecycle (SDLC) velocity for 20,000+ developers.
• Trained a Machine Learning prediction model on Jira task data that surfaced $5 million in cost savings for the Finance audit team; built “codeppllm,” an internal Large Language Model (LLM) tool used by 50+ engineers (40% fewer errors, 20% faster deploys).
• Shipped a Generative AI pull request review bot and Jira story-refinement engine enforcing internal coding standards (100% governance compliance); integrated a ServiceNow chatbot eliminating 3,600 manual requests per year.

• Led product and engineering for Artifactory, GitHub, and Jira platforms serving 20,000+ developers and 2 million+ daily operations.
• Built a custom Model Context Protocol (MCP) server bridging Artifactory, GitHub, and Jira; built a MERN-stack Flyhook fanning Jira webhooks to 5 endpoints (35% distribution efficiency).
• Designed an n8n pipeline from Jira story to GitHub deployment; shipped a GenAI pull request review bot enforcing coding standards (100% governance compliance).
• Authored Terraform and Python automation for repository lifecycle (100+ monthly requests, 40% manual work eliminated); instrumented 30+ Datadog metrics improving issue-detection time by 20%.

• Architected the Artifactory migration from 2 bare-metal hosts and 5 virtual machines to a Kubernetes cluster, reducing downtime by 40% across 20,000+ developers.
• Authored Terraform and Python automation for repository sunsetting and user provisioning, handling 100+ monthly requests (40% manual work eliminated); migrated 15,000+ GitHub repositories to Enterprise Managed Users (EMU) saving 30% repository-management time.
• Deployed JFrog Xray end-to-end across 250 million+ artifacts (5,000+ vulnerabilities mitigated); instrumented 30+ custom Datadog metrics (20% issue-detection time saved); built Artifactory cleanup automation saving $60,000/month in GCP.

• Led product and engineering for Artifactory, GitHub, and Jira platforms serving 20,000+ developers and 2 million+ daily operations across PayPal's global engineering organization.
• Trained a Machine Learning prediction model on Jira task data that surfaced $5 million in cost savings for the Finance audit team.
• Built a custom Model Context Protocol (MCP) server unifying SDLC search and command across enterprise developer tools.
• Architected the Artifactory migration to Kubernetes (40% downtime reduction) and rolled out JFrog Xray end-to-end across 250 million+ artifacts.

• Built a CTGAN-based alert prediction system improving alert accuracy by 60%.
• Developed predictive models on Google Cloud Platform and SQL that reduced fraudulent activity by 30%.
• Analyzed 50 million+ transactions across multiple risk checkpoints to surface fraud patterns.

Projects