I operate at the nexus of shipping velocity, product-market fit, rapid iteration cycles, and containerized intelligence. As a full-stack product strategist, I drive PMF validation, GTM experiments, ICP-led feature prioritization, and velocity-centric backlogs. From sprint retros to OKR alignment, I architect lean product flows that scale. On the infra side, I engineer Agentic-RAG systems with LangChain, LangGraph, and multi-tool orchestration — deploying autonomous agents that blend retrieval with reasoning. My stack spans Spark, Kafka, MLflow, Airflow, dbt, Docker, and Kubernetes — optimized for reproducibility, CI/CD, and inference latency across cloud-native ecosystems. I build for activated users, ARR retention, and infra resilience — turning prompt logs and embeddings into real-time decision pipelines. Whether it’s reducing CAC through intelligent agents, enabling product-led growth via embedded analytics, or closing feedback loops with personalized UX... I ship impact, not just features. Let’s ship smarter, scale faster, build defensibly, and obsess over retention. 🤖💡 Backed by proven success in business development, I have generated 50+ high-value leads over the last 14 months (2023 – 2024), securing $3.5 million in closed deals. Prospected around 50k accounts, my proficiency in prospecting, market research, and executive-level outreach/ navigating organizational structures to identify decision-makers like – CIOs, CFOs, COOs, CTOs, Directors, and LoBs of the IT domain via ZoomInfo, LinkedIn Sales Navigator, and Apollo.io, positions me as a trusted growth driver. Over initial six dynamic years (2015–2020), including an 18-month field management trainee sprint, I embedded deeply into execution cycles alongside the Director of Project Control—owning delivery outcomes across Maintenance & EPCI mechanical projects in Oil & Gas and Petrochemicals. My trajectory evolved through active upskilling and cross-domain immersion, unlocking a hybrid operator profile at the intersection of project ops and growth strategy. From budget fidelity to timeline acceleration, I became fluent in high-stakes orchestration and enterprise-scale problem solving—delivering under pressure and scaling complex initiatives with precision.💡📊