Jun 2025
Strategy & research
Mapped Malaysia's pathway-guidance gap. Architecture sketches, stakeholder interviews, financial model. Pre-code groundwork that became the platform thesis.
Connecting education investment to student development to employment outcomes — the integration layer Malaysia's RM 2 billion annual scholarship spend has been missing.
Or get one email when the full platform launches. No churn between now and then.
For Malaysian SPM and Pre-University students. For diaspora students already overseas. For institutions investing in student outcomes.
From the day a student picks a programme to the day a sponsor measures the return on its investment. No platform globally combines all four — the integration thesis is the venture.
AI grounded on real Malaysian alumni and current-student pathway data. Local and overseas covered. No commission. No agent bias. Just peer data.
Gamified upskilling. Students earn NXP through certifications, projects, industry challenges — turning professional development from a checkbox into a habit.
High-NXP students unlock real internship and graduate-role pipelines. Diploma and degree students compete on the same playing field — merit, not connections.
Sponsors finally see ringgit-in to ringgit-out. Quarterly cohort engagement, NXP development, employability uplift, placement outcomes. PDPA-compliant by design.
From mid-2025 strategy notes, to a Python CLI used in the first stakeholder pitch, to the multi-agent platform built end-to-end today. The thesis hasn't changed. The execution has.
Jun 2025
Mapped Malaysia's pathway-guidance gap. Architecture sketches, stakeholder interviews, financial model. Pre-code groundwork that became the platform thesis.
Jan 2026
Python + Streamlit pathway advisor. Single-user, deterministic rules, PDF report output. The conversation artefact behind the first stakeholder pitch. Still live.
temanedumvp.streamlit.appApr 2026 · Now
Next.js 16 · Drizzle · Neon · Supabase. Multi-agent AI pathway recommendations. NXP gamified upskilling. Institutional dashboard scaffolded for first sponsor cohort.
Built end-to-end · Pre-launchBuilt end-to-end. The full platform launches with our first institutional cohort. Right now we are collecting real pathways from Malaysian students who have studied abroad. That data is what powers everything above.
Or reach out directly: contact@nexarah.com