🎓 MS Computer Engineering @ San Diego State University
💼 3 years as SDE (ML & Cloud/DevOps QA) @ Capgemini, Mumbai
🌐 Perplexity AI Campus Ambassador @ SDSU — promoting agentic AI & research workflows
🧠 Passionate about building end-to-end ML systems that go from idea → deployed product in production

I design and ship intelligent, cloud-native systems — spanning MLOps pipelines, LLM/agentic workflows, real-time inference stacks, and DevOps automation. I thrive at the intersection of machine learning, cloud infrastructure, and software craftsmanship.

LangGraph · CrewAI · RAG · Prompt Engineering · vLLM · Ollama · TensorRT · Claude Code · Gemini

AWS EKS · Lambda · IAM · VPC · CloudFormation · CloudWatch · Azure App Services · Azure Functions · Azure DevOps

OpenAPI/Swagger · Webhooks · REST

FAISS · Qdrant · NoSQL

OpenTelemetry · Logging/Alerting

Software Development Engineer · ML & Cloud/DevOps QA

• 🧮 Delivered an AI underwriting/quote-assist capability for a Guidewire insurance platform predicting coverage/premium ranges → 30% improvement in decision speed & consistency
• ☁️ Built and deployed the model serving stack on AWS SageMaker, integrating predictions via secure REST APIs with versioned contracts
• 🔄 Implemented an end-to-end MLOps pipeline (data validation → model packaging → deployment gates) using CI/CD, Docker, and AWS EKS
• ⚙️ Owned CI/CD pipeline for Guidewire Policy Center across Azure & AWS — Jenkins, GitHub Actions, and Azure DevOps for automated quality gates
• ⚡ Reduced regression runtime from 12h → 7h (~40%) by building a parallel Python/Java automation framework with Selenium, Pytest & Docker
• 📦 Increased build stability +20% by automating pre-merge quality gates and containerizing workloads with Kubernetes
• 🏗️ Provisioned cloud infrastructure across AWS & Azure with Terraform, cutting environment setup time by 80%
• 📊 Centralized CI logs in Splunk and built telemetry dashboards in Grafana → defect reopen rates dropped from 22% → 8%, debugging turnaround improved 34%
• 🌐 Built an internal web quality analytics platform (FastAPI · React · PostgreSQL) → reduced false-red builds 32%, saved ~20 min/build
• 🔐 Operationalized hosted microservices via AWS API Gateway with JWT/OAuth security and rate limiting for stress/load/performance testing

Campus / Student Ambassador

• 🎓 Led hands-on classroom demos of Perplexity & the Comet browser for agentic research workflows
• 📚 Helped students streamline literature review, source-grounded writing, and academic productivity across SDSU

📄 The Freshness of Food Detection Using IoT and Machine Learning
Springer, Advances in Intelligent Systems and Computing, 2022
📌 Read here

Sensor arrays + ML models detecting food freshness in real-time — tech that literally smells what's cooking! 🥼

• 🏅 Rockstar Recognition & Best Team Award @ Capgemini
• 🤖 UFT One Certified Professional | Jenkins Pipeline Automation
• 🌍 Perplexity AI Campus Ambassador — driving AI literacy across SDSU

• 🦾 LLM / Agentic AI systems and RAG architectures
• ☁️ MLOps pipelines and cloud-native ML deployments
• 🔍 DevOps & QA automation frameworks
• 🧠 ML-powered IoT innovations

✨ "Build things that ship, learn things that matter." ✨