Headline

SDE AT ORACLE || Cloud Full-stack developer || Building future

About

I build systems that turn ideas into working products — from backend logic to live user experiences. Currently a Software Engineer at Oracle, working on the GenAI Platform team building agentic AI systems — from RAG pipelines and ontology-driven diagnostics to OIDC/IDCS-secured endpoints and Rego-based policy rules (Python, Java/Helidon, FastAPI, LangChain, LangGraph, MCP/FastMCP, A2A, OCI GenAI, Oracle 26ai, Kubernetes). Before that, I worked as a Technical Solutions Architect on cloud deployments and production monitoring (Splunk, Dynatrace, Grafana) for telecom customers. Outside work, I built and maintain OpenDots (opendots.in) — a live AI platform with 300+ organic users, built end-to-end with Next.js, Cloudflare Workers, Vertex AI, and vector retrieval, with zero paid marketing. I also co-founded Printlo, a print/automation startup selected for the NHCE Udaan Startup Program, where I led a 4-member student team. What I work with: Python, Java, TypeScript/JavaScript, Rust · RAG, multi-agent systems, LangChain/LangGraph, MCP/FastMCP, A2A, prompt engineering, tool-calling, eval pipelines, OCI GenAI, Vertex AI · FastAPI, Helidon, REST/OpenAPI, microservices, OAuth/OIDC, IDCS · AWS, GCP, OCI, Docker, Kubernetes, CI/CD, Jenkins · Splunk, Dynatrace, Grafana, Rego/OPA · React, Next.js I'm drawn to projects where structured data, real-time interaction, and AI meet — and I learn best by shipping fast and iterating. Open to senior/staff roles in AI systems, agentic engineering, AI product development, AI integration, forward deployed engineering, and full-stack development.

Location

Bengaluru

AI stack

claude

codex

cursor

langchain

langgraph

Promptfoo

Work experience

AI Engineer at Oracle, Jul 2023 - Present · 3 y 2 mo, Bengaluru, Karnataka, India, Software Engineer at Oracle building cloud-native microservices and driving Generative AI integrations for enterprise Order and Service Management (OSM) systems. My experience spans the entire software lifecycle—from managing Kubernetes infrastructure to developing full-stack applications and architecting modern LLM pipelines. ​🚀 AI Integration & Agentic Workflows ​Spearheading GenAI Proof of Concepts (POCs) by building RAG pipelines and integrating Sage AI into enterprise systems. ​Architecting Model Context Protocol (MCP) servers using FastAPI and FastMCP to seamlessly connect LLMs with core business logic. ​Implementing policy-as-code and system governance utilizing Rego rules. ​⚙️ Cloud-Native Backend & Frontend Development ​Developing scalable, high-performance microservices in a cloud-native ecosystem using Java and Oracle Helidon. ​Building cross-functional, full-stack features and enterprise user interfaces utilizing React, HTML/CSS, and Oracle VBCS. ​☁️ DevOps & Cloud Infrastructure ​Orchestrated the end-to-end deployment of customer-facing OSM products across Oracle Cloud Infrastructure (OCI) and complex on-premise environments. ​Managed Kubernetes clusters and automated CI/CD pipelines to ensure highly available, reliable releases. ​Authored advanced shell scripts to automate and streamline complex operational workflows. ​🛠️ Core Tech Stack: Java, Oracle Helidon, React, Oracle VBCS, Python, FastAPI, FastMCP, Generative AI, RAG, Sage AI, Kubernetes, OCI, Docker, CI/CD, Shell Scripting, Rego

Digital Nurture Java Full stack developer Training at Cognizant, Apr 2022 - Jun 2022 · 3 mos, Remote

Full-stack Developer at Namekuji Labs, Mar 2022 - Dec 2022 · 10 mos, Japan, Worked on the chrome extension developed with react, express.js and web.js

Founder at Aerox, Jun 2021 - Oct 2023 · 2 yrs 5 mos, Bengaluru, Karnataka, India, A printing automation as a service, which was fully bootstrapped, developed as an MVP, and tested with early clients and customers.

Education

Quantum, Frontier Technology Institute

Bachelor of Engineering - BE, Computer Science, New Horizon College of Engineering

Public links

github: https://github.com/ajaypv

opendots.in: https://opendots.in/