Director of Engineering | AI-Led SDLC Transformation · RAG · Knowledge Graphs | AdTech · Telecom · GRC
Operative

I'm hiring for Engineering. I am looking for a Principal Software Engineer to help modernize our high-scale advertising platforms at Operative.
₹10–55 LPA
CTC
7–10 years
Exp

Bangalore Urban

Bangalore Urban

Bengaluru

Bengaluru

Bengaluru Area, India

Bangalore

Bangalore

Greater Chennai Area

Greater Chennai Area
what i've built with AI
Enterprise knowledge platform: Knowledge Graph, Graph RAG, RFP Agent grounded by knowledge
What's hard for others but easy for me…
Techno functional roles to ideate, design and implement or get it implemented





Executive PG Programme, Machine Learning and Gen AI
International Institute of Information Technology Bangalore

Executive Education
Columbia Business School
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I lead engineering at scale — managing engineering managers, owning headcount, budget, and delivery for Operative, a global AdTech SaaS platform serving some of the world's largest media companies. Over ~19 years, I've built and scaled engineering organisations across AdTech, Telecom BSS, GRC, and HRMS — owning the full stack of Director-level accountability: architecture decisions, team building, budget, headcount, OKRs, and delivery. My background is hands-on. I've designed distributed systems, event-driven architectures on AWS, and cloud-native platforms — which means I can engage credibly at the architecture level while leading at the org level. Where I'm investing most of my energy right now is in AI-driven engineering — building an enterprise Knowledge-Graph + RAG platform that powers the full SDLC cycle, and how we handle production issues. Both are in pilot and shaping the company's broader AI adoption strategy at the executive level.
Bengaluru
claude code
langgraph
mcp
claudecode
Director at Operative, Jan 2023 - Present · 3 yrs 10 mos, Bangalore Urban, Driving AI-led engineering transformation — building a Knowledge-Graph + RAG platform across the full SDLC cycle and system that transforms how we handle production issues, while directing engineering managers, leading zero-downtime customer go-lives, and running an OKR-driven delivery framework.
Associate Director at Operative, Nov 2021 - Jan 2023 · 1 yr 3 mos, Bangalore Urban, Drove architectural and quality improvements across the platform — designing a Kafka stream-based event-driven design pipeline for scalability, redefining the workspace UX to deliver a measurably improved end-user experience and significant improvement in customer satisfaction, and strengthening defect detection through data-driven testing and automation. Built and scaled the engineering team in parallel — hiring, training, and mentoring across development and QA, spanning contractors, laterals, and freshers through various project phases.
Sr.Software Development Manager at Operative, Mar 2020 - Nov 2021 · 1 yr 9 mos, Bengaluru, Improved engineering tooling and delivery efficiency — designing a plug-and-play Java migration framework with built-in traceability, re-run, and auditing capabilities, and implementing a CI pipeline that eliminated manual tasks post-branch cut — while organising an org-wide hackathon that closed 80% of the deployment automation and tooling backlog, driving measurable operational efficiency and a culture of innovation.
Principal Software Engineer at Operative, Oct 2016 - Mar 2026 · 9 y 5 mo, Bengaluru
Sr.Product Analyst at MetricStream, Oct 2014 - Sep 2016 · 2 yrs, Bengaluru Area, India, - Enhanced the data modeler tool by optimizing entity relationships, achieving a remarkable reduction in the need for custom code. This enhancement significantly accelerated the processes of upgrades and new implementations. - Transformed the entire workflow designer into a low-code platform, broadening its application scope to accommodate diverse use cases. The introduction of intuitive out of the box functionalities led to larger adoption among the solution implementation teams.
Senior Member Of Technical Staff at MetricStream, Oct 2012 - Sep 2014 · 2 yrs, Bangalore, - Developed and optimized core components to enhance system scalability, performance, and ease of upgrades. Key contributions included a scalable metadata comparison algorithm, a redesigned Data Upload feature with batch processing, and optimized SQL queries. - Designed frameworks for workflow, configuration, and extension modules to streamline upgrades and facilitate seamless delivery. - Created the change history and bulk reassignment modules, documenting technical details and coordinating with stakeholders to align requirements.
Sr.Software Engineer at Huawei Technologies India Pvt Ltd, Jul 2011 - Oct 2012 · 1 yr 4 mos, Bangalore, - Redesigned the KPI PL/SQL module, improving performance, scalability, and maintainability while significantly reducing code size. - Designed multi-threaded frameworks for the Data Generation Tool, supporting various formats (Excel, CSV, PDF) to boost performance and usability. - Improved performance of ETL tools - Actively participated in review processes, including code reviews and Function Analysis Document (FAD) evaluations.
Sr.Project Engineer at WIPRO TECHNOLOGIES, Mar 2010 - Jul 2011 · 1 yr 5 mos, Greater Chennai Area, Contributed to Mastercard's SAFE (System to Avoid Fraud Effectively) — a global fraud transaction reporting platform. Led PCI compliance hardening (CSRF tokens, SQL injection prevention, XSS mitigation) and Java migration of high-volume batch transaction processing.
Analyst Programmer at Sirahu Technologies, May 2007 - Feb 2010 · 2 yrs 10 mos, Greater Chennai Area, Founding engineering team member. Delivered full-stack Java development across three SaaS products — Apptivo (enterprise ERP/CRM with Authorize.net, USPS, UPS integrations), an e-commerce platform, and a CMS for a US auto shows network.
Executive PG Programme, Machine Learning and Gen AI, International Institute of Information Technology Bangalore
Executive Education, Columbia Business School
what i've built with AI: Enterprise knowledge platform: Knowledge Graph, Graph RAG, RFP Agent grounded by knowledge
What's hard for others but easy for me…: Techno functional roles to ideate, design and implement or get it implemented
linkedin.com: https://www.linkedin.com/in/ursarun