agentic AI, orchestration & cloud-native platforms
LLM agents & workflows — promptfoo evals for orchestrators, plus Kubernetes and platform delivery at scale.
Built eval suites with promptfoo for agentic AI orchestrators and workflows; production LLM agents via MCP/Python + Spring Boot. Same role: monolith → Kubernetes + Spring Boot (deploys ~1h → ~5m), libraries across 4+ teams / 10+ services, 10K+ SSE, 20K-user identity migration, ~30% AWS savings, $25M+ consolidation; mentored engineers.
Scope: Bluehost, HostGator, Domain.com, Network Solutions, Register.com, BigRock.
promptfoo · LLM/agent orchestration · Python · B.Tech IT, Nirma University.
promptfoo evals for LLM orchestrators and workflows; MCP/Python and Spring Boot agents in production. Same stack: Kubernetes, AWS, and shared libraries across hosting brands — migrations, cost, and delivery at scale.
LinkedIn top skills
Focus areas on GitHub and side work:
Recognition & study
Nirma University
B.Tech, Information Technology — 2018–2021 (graduated May 2021)
Ahmedabad area
Dr. S. & S. S. Gandhi College of Engineering & Technology
Diploma, Information Technology — 2015–2018
Surat
Experience
Apr 2024 – Present · Mumbai, India
Newfold Digital
promptfoo evals for agentic orchestrators/workflows; MCP (FastMCP, Python) + Spring Boot for agentic chatbot (~10% support reduction); ~8% upsell via conditional catalog; Struts → Spring Boot on Kubernetes (1h → 5m deploys); dynamic UI config (Oracle, Cloudflare) without frontend redeploys.
Mar 2023 – Apr 2024 · Mumbai, India
Newfold Digital
$25M+ unified stack (Bluehost, HostGator, Domain.com); monolith → Kubernetes microservices (~20% velocity); shared library ~30% less boilerplate; mentored three engineers.
Jun 2021 – May 2023 · Mumbai, India
Newfold Digital
MFE architecture (Webpack Module Federation, Jenkins, S3); ~75% faster local builds and ~40% faster CI; SSE microservice (~30% UX lift) at scale; ~30%+ AWS/monitoring savings (e.g. Fargate Spot); Datadog, CloudWatch, MTTR improvements.
Jan 2021 – May 2021 · Mumbai, India
Endurance International Group
Billing modernization (~10% engagement); CRUD APIs for site configuration (~40% feature adoption); React debouncing.
Jun 2020 – Jul 2020 · India
Endurance International Group
Internship
Subnet-based internal user detection; JUnit 5 modernization; Robot Framework API tests in CI/CD.
Jun 2018 – Jul 2018 · Surat, India
Lembark Solutions
Internship
Built calculator and photo-editing Android apps with Java; foundation in shipping mobile UX.
Selected work
Evaluation harnesses with promptfoo for agent orchestration and workflows; MCP tooling with FastMCP (Python) and Spring Boot APIs for an agentic chatbot (~10% fewer support requests). Conditional catalog for ~8% upsell lift by domain ownership and eligibility.
Phased migration from Apache Struts monolith to Kubernetes-hosted Spring Boot microservices with reusable service templates (deploy ~1 hour → ~5 minutes). Dynamic UI configuration service (Spring Boot, Oracle DB, Cloudflare) for runtime UI changes without frontend release cycles.
Consolidation of Bluehost, HostGator, and Domain.com into a unified technology stack with minimal customer disruption and major cost savings.
Scalable notification service using Node.js, SSE, and Redis Pub/Sub across three microservices (10K+ concurrent connections). Okta → on-prem Keycloak for 20K+ users in four weeks with encrypted password handling and zero-downtime Spring Security flows.
Organization-wide micro-frontend standards (Webpack 5 / Module Federation) with versioned CI/CD. Build and pipeline optimization (~75% local, ~40% CI) and AWS cost discipline (~30% lower environments via Fargate Spot and Aurora tuning).
MFE demo (GitHub)Runner-up: loyalty microservice APIs with gamification and rewards workflows. Related product narrative includes strong engagement lift with Earn & Burn strategies (internal initiative).
Micro-frontend exploration in JavaScript.
View on GitHubDesign patterns in Java.
View on GitHubLibrary management sample in Java.
View on GitHubTic-tac-toe with a CPU player (Java).
View on GitHubBeyond the keyboard
Topics I follow and enjoy discussing outside of day-to-day delivery work.
Orchestration and workflow design for LLM agents — promptfoo eval harnesses, multi-step flows, tool routing, and MCP-style hooks on real backends.
Exploring how quantum algorithms can revolutionize data processing and encryption.
Brain and nervous system — aligned with topics I like discussing alongside AI and behavior.
Following the latest advancements in space technology and imagining the future of human life beyond Earth.
Studying human behavior and cognitive processes, with a focus on AI’s role in decision-making.
Contact
Best for technical discussions, collaboration, or questions about platform work. Prefer email; LinkedIn and GitHub are linked below.