Vinay Kumar Polimera profile photo 1 on Tal

Vinay Kumar Polimera

Senior Software Engineer @ Oracle | Developing AI Solutions & microservices

Hyderabad

8+ years of work experience

Oracle
Sep 20242 yrsPresent

Hyderabad

Designing and developing a production-grade LangGraph-based AI agent for Oracle Hospitality OPERA Cloud that answers user questions and supports operational workflows by orchestrating RAG, MCP-backed tools, and specialized agents. Introduced a Knowledge Graph layer into the LangGraph-based AI agent, improving accuracy on a curated Golden Test Suite to 86%. Implemented end-to-end agent observability with APM tracing, Grafana metrics dashboards, and custom structured logging to monitor AI workflow execution, tool calls, latency, and production issues.
Oracle
Mar 20215 yrs 6 mosPresent

Hyderabad, Telangana, India

Working on the development of the Opera Distribution and ARI engine, enabling the creation of high-quality hospitality products for the next generation. Optimized DB interactions for the ARI engine, resulting in an 11% enhancement of user experience. Ensuring the quality and reliability of the product by implementing comprehensive unit and integration test cases using the Karate Framework. I document technical designs to ensure clear and consistent communication across the team and facilitate ease of maintenance. Consistently deliver highly scalable software systems and play a critical role in driving the success of crucial projects.
Hyundai MOBIS
Mar 20201 yr 1 moMar 2021

Lead the development of 3 Media applications (USBMusic, USBVideo and Sound of Nature) for Hyundai and KIA vehicle Infotainment systems with a team of 5 Android Developers in Mobis India under 2 Clients in Mobis Korea.
Hyundai MOBIS
Jul 20181 yr 9 mosMar 2020

Developed media applications in Infotainment systems for Hyundai and KIA cars.

Vinay’s AI Stack

antigravity
antigravity
cursor
cursor
opencode
opencode

Education

National Institute of Technology warangal

Bachelor of Technology (B.Tech.), Electrical and Electronics Engineering

National Institute of Technology warangal

20144 yrs2018

Join Vinay and 10k+ other professionals on

Tal Boss

Tal is the app where bosses meet engineers & builders directly, without middlemen

Download Tal Boss

Vinay Kumar Polimera on Tal

Headline

Senior Software Engineer @ Oracle | Developing AI Solutions & microservices

About

I’m a Software Development Engineer III with 7+ years of experience building scalable backend platforms, cloud-native applications, automotive infotainment systems, and AI-powered enterprise solutions. At Oracle Hospitality, I work on OPERA Cloud and develop production-grade AI orchestration services using LangGraph, FastAPI, Retrieval-Augmented Generation, Knowledge Graphs, MCP-based tool integrations, and modular agent workflows. I introduced a Knowledge Graph layer that improved accuracy on a curated Golden Test Suite to 86% and implemented end-to-end observability using APM tracing, Grafana, Prometheus, OpenTelemetry, and structured logging. I have also contributed to Oracle’s next-generation OPERA Distribution and Availability, Rates, and Inventory engine. My work includes optimizing database interactions to improve performance by 11% and reducing inventory lookup latency through real-time communication between distributed systems. Previously, at Hyundai Mobis, I developed Android media applications for Hyundai and Kia infotainment systems. I also led a team of four developers in delivering USB Music, USB Video, and Sound of Nature applications that are now used in production vehicles. Beyond my core responsibilities, I built NOVA, a conversational AI assistant for OPERA Cloud, as part of Oracle Hospitality’s HIFIVE Innovation Fest. The solution combined Gemini Pro, RAG, voice interaction, and natural-language workflows to help users perform configuration tasks and access product knowledge more efficiently. My core expertise includes: Backend and Cloud: Java, Spring Boot, Microservices, REST APIs, FastAPI, Python AI and Agentic Systems: LangGraph, RAG, ReAct Agents, Knowledge Graphs, MCP integrations Distributed Systems: Kafka, Pub-Sub Architecture, Caching Observability: APM, Grafana, Prometheus, OpenTelemetry, Structured Logging Databases: Oracle SQL, MySQL, MongoDB Mobile Development: Android Framework and Core Java I enjoy solving complex engineering problems, improving system performance, and turning emerging AI technologies into reliable enterprise products. 📩 vinaykumarp987@gmail.com

Location

Hyderabad

AI stack

antigravity

cursor

opencode

Work experience

Senior Software Engineer at Oracle, Sep 2024 - Present · 2 yrs, Hyderabad, Designing and developing a production-grade LangGraph-based AI agent for Oracle Hospitality OPERA Cloud that answers user questions and supports operational workflows by orchestrating RAG, MCP-backed tools, and specialized agents. Introduced a Knowledge Graph layer into the LangGraph-based AI agent, improving accuracy on a curated Golden Test Suite to 86%. Implemented end-to-end agent observability with APM tracing, Grafana metrics dashboards, and custom structured logging to monitor AI workflow execution, tool calls, latency, and production issues.

Software Engineer at Oracle, Mar 2021 - Present · 5 yrs 6 mos, Hyderabad, Telangana, India, Working on the development of the Opera Distribution and ARI engine, enabling the creation of high-quality hospitality products for the next generation. Optimized DB interactions for the ARI engine, resulting in an 11% enhancement of user experience. Ensuring the quality and reliability of the product by implementing comprehensive unit and integration test cases using the Karate Framework. I document technical designs to ensure clear and consistent communication across the team and facilitate ease of maintenance. Consistently deliver highly scalable software systems and play a critical role in driving the success of crucial projects.

Senior Research Engineer at Hyundai MOBIS, Mar 2020 - Mar 2021 · 1 yr 1 mo, Lead the development of 3 Media applications (USBMusic, USBVideo and Sound of Nature) for Hyundai and KIA vehicle Infotainment systems with a team of 5 Android Developers in Mobis India under 2 Clients in Mobis Korea.

Research Engineer at Hyundai MOBIS, Jul 2018 - Mar 2020 · 1 yr 9 mos, Developed media applications in Infotainment systems for Hyundai and KIA cars.

Education

Bachelor of Technology (B.Tech.), Electrical and Electronics Engineering, National Institute of Technology warangal