Aditya Saxena — Product Manager

As a Product Manager with over 4 years of experience specializing in AI-driven solutions, I translate complex business challenges into impactful digital products. My background in business analysis and agile delivery, combined with a strong understanding of machine learning principles, enables me to lead cross-functional teams, define product strategies, and drive the execution of AI products from ideation to launch. I've successfully managed complex product lifecycles, from scoping data needs and defining model requirements to prioritizing features and validating model performance. My approach combines user empathy, ML-specific data-driven decision-making, and iterative development to deliver products that solve real problems and create lasting value. Core Competencies AI Product Strategy & Roadmapping – Aligning business goals with user needs and technical feasibility to define and evolve product direction for AI and ML-based solutions. Requirements & Backlog Management – Translating insights into epics, user stories, and acceptance criteria tailored for AI models, focusing on model performance, data pipelines, and user-facing features. Agile & Scrum Leadership – Facilitating sprint planning, retrospectives, and backlog grooming to ensure timely delivery of both ML models and their integrated product features. Stakeholder Collaboration – Leading workshops, interviews, and feedback loops to align cross-functional teams, including data scientists, ML engineers, and business stakeholders. Data & Model Optimization – Using data drift analysis, model explainability (XAI), and performance metrics to streamline workflows and improve user experience. Data-Driven Insights – Leveraging SQL, Python (for data analysis), and Power BI to inform product decisions, measure model accuracy, and monitor success post-deployment. Documentation & Communication – Creating clear product specs, model cards, release notes, and user guides for seamless adoption and understanding of AI product capabilities. Model Validation & UAT – Coordinating model validation, UAT, and QA to ensure product quality and stakeholder satisfaction, with a focus on ethical AI considerations and bias detection.

Stackforce AI infers this person is a Product Manager specializing in AI-driven solutions within the SaaS and Fintech industries.

Location: Bengaluru, Karnataka, India

Experience: 4 yrs 5 mos