Hi, I'm Vjay Sanapala - Technical Product Manager, Instana at IBM
I am passionate about turning complex AI research into intuitive, scalable products. I thrive when collaborating across technical and design silos to solve ambiguous problems that drive business growth.
At a glance
Curated signals on strengths, focus areas, and how they can help.
Developed trust and safety frameworks while managing data engineering at Amazon.
Currently leads the product strategy and execution for AI-powered solutions at IBM.
Offers expertise in scaling generative AI products and cross-functional team management.
🚀 Career trajectory
Foundational Analytics
Established deep technical roots at Amazon as a data and trust engineer.
✦ Engineering
✦ Trust & Safety
Market Integration
Expanded into product marketing at Cognizant, refining the focus on user acquisition.
✦ Product Marketing
✦ Strategy
AI & Technical Leadership
Transitioned to IBM, focusing on machine learning and scaling AI-powered solutions.
✦ Machine Learning
✦ Product Leadership
💪🏻 Superpowers
AI Product Architect
Bridging technical complexity and market needs
✦ Architects end-to-end RAG and LLM-powered product ecosystems.
✦ Synthesizes complex AI residency research into functional feature sets.
✦ Engineers scalable solutions for self-healing and recursive workflows.
Strategy & Revenue Growth
Aligning data analytics with business objectives
✦ Identifies market opportunities through qualitative and quantitative analysis.
✦ Maximizes customer retention via targeted performance metrics.
✦ Connects technical product vision with Go-To-Market success.
Collaborative Leadership
Orchestrating cross-functional team success
✦ Facilitates seamless communication between engineering, UX, and legal teams.
✦ Manages stakeholder expectations during rapid prototype development.
✦ Champions iterative cycles that foster cross-departmental innovation.
I'm excited about
✦ Exploring new partnerships with early-stage AI founders looking to scale.
✦ Engaging with professional communities that prioritize ethical AI development.
✦ Finding opportunities to influence the next generation of generative AI products.
I can help with
✦ Mentoring junior product managers on integrating AI into their roadmaps.
✦ Providing strategic advice on taking complex concepts from 0 to 1.
✦ Consulting on data-driven decision frameworks for technical product teams.
I would love your help on
✦ Seeking guidance on navigating career progression within large-scale tech enterprises.
✦ Looking for insights on evolving industry benchmarks for agentic AI reliability.
✦ Interested in connecting with leaders tackling trust and safety in LLMs.