Strategic Product Manager with 13 years of experience in delivering AI-driven SaaS solutions across energy, mining, fintech, OTT, and sustainability sectors. Expertise in leading cross-functional teams and launching impactful products that drive business growth. Recently led AI forecasting and automation platforms for global clients including Meridian Energy and Sandvik. Proficient in product strategy, agile execution, stakeholder alignment, and data-driven decision-making.
Meridian Energy – AI Forecasting Platform.
- Led end-to-end delivery of an AI-powered forecasting framework, combining time-series and tabular ML models (TFT, DeepMC, TCN, N-BEATS).
- Oversaw the design and deployment of pipelines using Databricks, SQL, Flask, and React for model inference and reporting.
- Achieved client acceptance and full milestone payments with less than 50% PO utilization, ensuring strong project profitability.
- Coordinated with stakeholders to resolve model concerns through extended evaluation support.
- Drove a follow-up, Celebal-funded initiative to enhance model accuracy post-delivery.
ARBI – Automated Rock Bolt Identification (Sandvik)
- Designed a computer vision-based rock bolt detection solution using advanced AI models.
- Defined functional architecture for scalable SaaS deployment on AWS.
- Managed project dependencies and roadmap adjustments in alignment with Sandvik.
Ground Support Platform (Sandvik – Edvirt Team)
- Led the development of a cloud-native SaaS platform for tunnel safety and pull test automation.
- Planned AWS architecture and agile release cycles for GSP and Pull Test modules.
- Oversaw project governance and T&M engagement with an iterative development model.
Greenprint – ESG Reporting Platform.
- SaaS platform to collect and report ESG (Environmental, Social, and Governance) data. Greenprint, backed by the Monetary Authority of Singapore (MAS), enables both large enterprises and SMEs to seamlessly report, assess, and enhance their sustainability disclosures.
- Leveraged data analytics, user behavior insights, and market trends to define impactful product features, and enhance user experience.
- Translated strategic roadmaps into detailed requirements and prototypes, aligning closely with tech and design teams.
- Created and maintained comprehensive project plans, timelines, and resource allocations.
- Defined the GDPR compliance scope and delivery milestones for the product.
- Managed cross-functional teams and facilitated collaboration among business and technical stakeholders to ensure timely, compliant delivery.
Technical Tools - Jira, Confluence, Rally, AHA!, Product Board, Figma
Programming and Frameworks - JavaScript, Nodejs, HTML, CSS, PHP, Angular, basic Python, React, Flask
Data & AI/ML - SQL, PostgreSQL, MongoDB, SAS, Databricks, Generative AI, Forecasting Models (TFT, TCN, N-BEATS)
Cloud & Architecture - AWS, Azure, SaaS Platform Design, API Integrations, Microservices
Domain Expertise - Energy, Mining, ESG/Sustainability, OTT, Fintech, On-Demand Delivery