Aayush Agrawal — Product Manager

I'm a product-focused engineer who bridges the gap between technical execution and business strategy. Over the past 3+ years at Subex, I've done more than just build backend systems; I've focused on the 'why' to deliver solutions with measurable impact. ⚙️ 40% performance improvement in large-scale data systems 🔧 99.9% uptime by resolving critical production issues 🤝 Close collaboration with product owners and customers to shape business-aligned solutions 📈 10% reduction in manual effort through automated billing workflows I didn’t just write code — I translated user pain points into scalable features, contributed to product roadmap planning, and drove execution from concept to delivery across hybrid teams. Outside of my core role, I’ve independently led and shipped product-focused initiatives that solve real-world problems: 📚 AI Teaching Assistant for Indian government schools: Led the full lifecycle — from research to MVP — resulting in 92% reduction in lesson-planning time and 80% increase in parental engagement across 18,000+ students. 🤖 PM AI Assistant: Defined the vision, roadmap, and features to automate high-effort PM tasks like research, document summarization, and strategic Q&A. 💻 Kiro Case Study (AWS IDE): Led a strategic product relaunch pitch, highlighting key UX flaws and proposing a developer-centric pivot to improve retention. 🌍 Perplexity AI India Expansion: Created a market-entry strategy with positioning, GTM risks, and monetization opportunities for growth in the EdTech sector. Through all of this, one theme stays constant — I bridge execution and strategy, work deeply with users, and build products that move metrics, not just code. 🔗 Let’s connect if you’re building at the intersection of tech, education, and AI — or looking for someone who blends engineering rigor with product intuition. 📩 workwithaayush2095@gmail.com

Stackforce AI infers this person is a Product-focused Engineer with a strong background in AI and backend systems for the EdTech sector.

Location: Bengaluru, Karnataka, India

Experience: 3 yrs 7 mos