Rahul Ganorkar
Product Manager | Principal AI | GenAI-Driven Legacy Modernization & Agentic AI Platforms | RAG, Multi-Agent Architecture, AWS Bedrock | 15+ Yrs Enterprise Ops → AI
Pune Division
14+ years of work experience
Dec 20232 yrs 11 mosPresent
Thiruvananthapuram
Product Leader driving GenAI innovation and platform modernization strategies across global engineering divisions. Spearheaded the vision, design, and roadmap for internal AI transformation products that automate legacy code deconstruction and cloud-native architecture generation.
Key Product Focus: Modernizex (MdX) & Arclis Frameworks
• Conceived and launched Modernizex, an enterprise-grade agentic AI platform designed to automate the assessment, documentation, and migration of legacy monolithic codebases (COBOL, legacy Java) into modern microservices.
• Designed multi-agent workflows leveraging AWS Bedrock, ECS, and Amazon Q to analyze private repositories under strict enterprise governance controls, outputting a composite "Cloud Readiness Score" across 15 technical dimensions.
• Productized autonomous AI agents capable of auto-generating C4 architectural context models, resolving deep transitive dependency graphs, and identifying code quality hotspots or security CVEs within 3 minutes of ingestion.
• Championed "explainable AI" with structured human-in-the-loop checkpoints, ensuring all AI-generated architectural blueprints, OpenAPI specifications, and Infrastructure-as-Code (Terraform) templates are completely versioned, auditable, and secure.
Global Impact & Achievements:
• Successfully led the complex APPV project from conception to launch within an aggressive 3-month timeframe, managing cross-functional collaboration across engineering, cloud operations, and business teams in Japan, the US, the UK, and Taiwan.
• Shifted internal engineering workflows from manual code refactoring to automated AI workflows, driving a 3x faster Mean-Time-to-PR (Pull Request) for legacy microservices migrations.
• Presented financial and technical ROI models to senior technical leadership and the executive Product Council, securing buy-in for internal operational excellence tooling by focusing strictly on technical debt mitigation and infrastructure cost reduction.
Apr 20239 mosDec 2023
Pune, Maharashtra, India
Apr 20238 mosNov 2023
Spearheaded product engineering initiatives, optimizing team performance and product delivery.
Led business analysis and strategic planning to enhance operational efficiency and align with business needs.
Collaborated with C-level executives and stakeholders to define and execute technology-driven solutions.
Implemented agile frameworks, improving product development cycles and efficiency.
Apr 20221 yrMar 2023
Pune, Maharashtra, India
Apr 20191 yr 9 mosDec 2020
Pune Area, India
• Domain expert in Production Planning, Material Management and Plant Maintenance
• Designed new functionalities to product usablity and experience
• Determined customers' needs and desires by specifying the research path.
• Recommended the nature and scope of present and future product lines by reviewing product specifications and requirements.
• Applied new product ideas.
• Generated a comparative analysis of features provided by the competitors
• Updated product roadmap by prioritizing the elements
• Guided product marketing teams on feature listing and creating brochures
• Provided source data for product line communications by defining product marketing communication objectives.
• Worked on product pricing and delivery timelines for a seamless customer experience
• Managed deliverables, ensured on time delivery and ensured customer satisfaction.
Apr 20191 yr 8 mosNov 2020
Managed product development and implementation, ensuring alignment with customer needs and business goals.
Feb 20172 yrs 3 mosApr 2019
Pune Area, India
Expert in the areas of Plant Maintenance and Procurement with Domain Experience, also acting as a liaison across external and internal stakeholders in getting the business concepts productized. Experience in Maintenance & Planning with expertise skills in procurement day to day activities. Provided Technical solutions in real world scenarios. The Skills like Plant Maintenance, Maintenance Planning and Inventory management are a strong suit in my profile building a good technical platform for providing ERP solutions.
Jun 20151 yr 8 mosJan 2017
Jharsuguda Area, India
Jun 20151 yr 8 mosJan 2017
Led plant maintenance operations, ensuring optimal equipment performance and minimal downtime.
Implemented preventive and predictive maintenance programs, improving production efficiency.
Collaborated with engineering and production teams to drive continuous improvement initiatives.
Managed vendor relationships and procurement, ensuring cost-effective maintenance solutions.
Apr 20132 yrs 3 mosJun 2015
Oversaw plant and equipment maintenance, ensuring smooth manufacturing operations.
Led maintenance planning and execution, reducing breakdown occurrences and increasing uptime.
Conducted root cause analysis (RCA) and implemented corrective actions to improve reliability.
Developed and trained maintenance teams, enhancing technical capabilities and operational efficiency.
Jun 20111 yr 10 mosMar 2013
Apr 20114 yrs 3 mosJun 2015
Raipur Area, India
Rahul’s AI Stack
Education
B.E, MECH
Sri Shankaracharya College of Engg. & Tech
20074 yrs2011
Class 12th, Mathematics, Physics
Central Academy
20052 yrs2007
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