Define Your Target User in 30 Minutes — Using AI Research
Hosted by Aki Wijesundara, PhD and Manu Jayawardana
Sun, Mar 8, 2026
11:00 PM UTC (30 minutes)
Virtual (Zoom)
Free to join
Go deeper with a course


Sun, Mar 8, 2026
11:00 PM UTC (30 minutes)
Virtual (Zoom)
Free to join
Go deeper with a course


What you'll learn
How to clearly define who your product is for
How to use AI to speed up early user research
How to avoid vague personas
How to leave with a practical target user draft
Why this topic matters
You'll learn from
Aki Wijesundara, PhD
AI Founder | Educator | Google AI Accelerator Alum
Aki Wijesundara is an AI leader with a PhD in Machine Learning and extensive experience mentoring startups at Google’s AI Accelerator. With a career spanning both research and applied AI, Aki has taught 5,000+ students worldwide how to design and deploy production-ready AI systems.
He has worked across cutting-edge areas of applied AI, from LangChain and RAG pipelines to observability and large-scale deployment. As a researcher and educator, Aki bridges the gap between theory and practice, making complex systems approachable and actionable for engineers, founders, and product leaders.
Aki is also a frequent speaker and advisor to organizations adopting AI, helping them transition from experimentation to production at scale.
Career highlights
- Ex–Google AI Accelerator researcher focused on responsible AI and applied ML.
- PhD in AI & Cognitive Systems with published research across top universities.
- Former researcher with teams affiliated with MIT, University of Oxford, & King’s College London.
- Co-founder of Snapdrum — delivered AI systems for finance, education, and healthcare.
- Built and deployed AI product pipelines used by PMs, startups, and enterprise teams.
- Instructor for multiple AI builder programs, helping 500+ professionals ship AI features fast.
Manu Jayawardana
Exited AI Founder (Rise AI: 35k Users) | Co-Founder of Krybe and Snapdrum.com
Manu Jayawardana is a serial entrepreneur with multiple AI startup successes. He exited Rise AI, a fintech app with over 35,000 users, to a private investor, demonstrating his ability to build and scale impactful products.
He co-founded Snapdrum, delivering enterprise AI systems and scaling paid acquisition engines that drove 5,000+ premium customers.
He is also Co-Founder & CEO of Krybe, a London-based Voice AI startup serving 1,000+ users and part of the NVIDIA Inception ecosystem. With a background in quant finance and AI engineering, he operates at the intersection of AI, distribution, and execution.
Career highlights
- Exited Founder, Rise AI — Built an AI investment copilot (35,000+ users) trained on 1,300+ financial sources; exited to a private investor.
- Co-Founder, Snapdrum — Delivered enterprise AI agents and high-ticket growth systems; scaled funnels to 5,000+ customers.
- Co-Founder & CEO, Krybe — Built a production-grade Voice AI platform serving 1,000+ users; part of NVIDIA Inception.
- Creator of the #1 ranked Investment GPT on the OpenAI Store with 30,000+ users.
- B2B SaaS Analytics CEO — Scaled revenue 10× in one year, serving 5,000+ users.
- Entrepreneur First Unlock Fellow (2024) — Selected for high-potential deep-tech founders.
- AI Systems & Growth Architect — Built and scaled 10+ ventures across AI and SaaS.
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