Hamza Bin Mubeen

Summary

What I did

• Implemented features: Realtime Discussion Forum, Individual + Group Chats, Event Discovery and Ticketing, AI Networking, Leaderboard Tracking, In-app Notifications, Profile Builder, Recommendations System
• Managed a hierarchical team of 200+ members, including a core team of 7 and a nationwide campus ambassador network structured into specialized departments (Marketing, Outreach, Customer Support).
• Developed an agent that shared recommendation results with users after they were processed by a custom ML engine.

Results

• Managed a critical scaling crisis in Nov 2024, resolving severe latency issues for a platform with 3,500+ concurrent active users.
• Led the product from ideation to 15,000+ unique users, achieving national recognition in the Red Bull Basement Finals.
• Architected an AI Networking system using LangChain and Gemini API to parse natural language user intent into structured queries for a custom ML recommendation engine.
• Scaled and led a 200+ person organization by implementing a decentralized hierarchy with campus leads managing ~25 members each to ensure accountability and effective delegation.
• Maintained a high-engagement ecosystem with a 76% 6-month retention rate, facilitating 63,000+ pieces of content and 41,500+ connections.
• Piloted a targeted lead segmentation revenue model with brand partners including Paymo, stufd., and Zingo.
• Expanded platform footprint across 10+ major Pakistani institutions including IBA, NUST, and LSE.
• Built an AI networking feature that used an LLM to parse user requirements into JSON results for a recommendation engine.
• 3,500+ concurrent active users at peak traffic
• 41,500+ connections facilitated
• Expanded to 10+ major universities

Coursework

Societies & activities