I started by trying to solve my own confusion.
I did not begin with a startup idea. I was a student trying to understand my own future. I wanted to study abroad, but I could not clearly answer basic questions.
The more I searched, the more fragmented the journey became. University websites. Agencies. YouTube. Facebook groups. Counselors. AI. Advice from seniors.
Information was everywhere. Direction was missing.
That question eventually became EduLens.
Working MVP · First proving pathway: study abroad readiness
Explains the product.
Explains why I built it, how my thinking evolved, and what building it says about me.
The moment that changed the question.
In 2023, while researching my own study-abroad options, I visited different agencies and received dramatically different guidance about the same destination.
One agency gave me one cost estimate. Another gave me a completely different one. Later, I realized the first agency mainly specialized in another destination, even though I had asked about the United States.
That experience stayed with me. It made me ask: why are students still depending on fragmented information, unclear incentives, disconnected tools, and intermediaries just to understand their own future?
At that point, I was not trying to build EduLens. I was trying to understand the problem.
Why are students still depending on fragmented information, unclear incentives, disconnected tools, and intermediaries just to understand their own future?
My first answer was wrong.
I thought students needed mentors. My first project was called Connectify — connect students who wanted to study abroad with international students who had already gone through the journey. Almost like Uber for student guidance.
Then I started talking to people, and the model started breaking. International students often did not have enough time or motivation to guide others consistently. There were far more students seeking help than experienced people available to provide it.
Mentorship could help. But mentorship alone could not scale.
Students need access to mentors.
What they really wanted was clarity.
The direction shifted from access to understanding.
Then I thought the problem was information.
More information seemed like the obvious answer. Students were asking questions because they did not know enough. So I thought: what if we gave them better information?
Then I looked closer. They already had university websites, YouTube, Facebook groups, forums, counselors, agencies, seniors, portals, AI chats, and WhatsApp groups.
The problem was not that information was unavailable. In many cases, students were overwhelmed by it. Access had improved. Coordination had not.
Summaries were not enough either.
I explored the idea of personalized, shorter study-abroad information — something closer to an Inshorts-style experience where each student saw only what mattered most.
That made information easier to consume. But the deeper problem remained. Students were not reading casual news. They were making decisions involving money, family, deadlines, documents, tests, scholarships, eligibility, and years of preparation.
They needed more than shorter answers. They needed context. Confidence. Sequence. They needed to know: what does this mean for me, right now?
Then came tools.
We explored tools for university comparison, opportunity discovery, research, planning, faster answers, and decision support.
Useful tools could reduce friction. But another problem became obvious: tools work best when people already know what they are looking for. Many students do not.
They do not know which requirement matters most, which deadline is risky, which document is weak, which opportunity fits, what is missing from their profile, or which next action should come first.
How do we help students search better?
How do we help students understand themselves well enough to know what they should do next?
AI helped, but AI alone was not the answer.
AI changed what was technically possible. A system could begin to understand student context, ask better questions, identify gaps, personalize guidance, help with decisions, and reduce the cost of individualized support.
That was a major shift. But generic AI still had a limitation. A conversation could be useful today and disappear tomorrow. The system did not remember the student’s evolving profile, readiness, goals, target universities, documents, deadlines, evidence, completed work, or changing priorities.
A useful answer is not enough if the progress disappears after the conversation. The system needed memory. Context. Structure. Continuity.
“A useful answer is not enough if the progress disappears after the conversation.”
- Mentorship
- Information
- Summaries
- Tools
- AI-assisted guidance
- ?
~2.5 years
500+ conversations made the problem clearer.
Over roughly two and a half years, I spoke with more than 500 students, guardians, international students, counselors, education stakeholders, and study-abroad experts.
Those conversations kept changing the product. Some students wanted better advice. Some needed long-term preparation. Some wanted clearer documents. Some struggled with deadlines. Some did not know whether they were competitive. Some did not even know what questions they should be asking yet.
The more people I spoke with, the less the problem looked like a lack of information. It looked like fragmented progress, weak visibility, disconnected decisions, missing context, poor coordination — no persistent system of record for the student journey.
- students
- guardians
- international students
- counselors
- education stakeholders
- study-abroad experts
Students did not just need answers. They needed navigation.
That single reframing became the foundation of everything that followed.
The Student Operating System.
EduLens became a Student Operating System. The simplest mental model is Google Maps for student growth.
Google Maps does not simply show a destination. It understands where you are, where you want to go, possible routes, obstacles, changes, and the next turn. Students need something similar for their educational journey.
- Q · 01Where do I stand?Understand current profile and readiness.
- Q · 02What is missing?Identify gaps between reality and goals.
- Q · 03What should I do next?Turn goals into clear next actions.
- Q · 04What changed?Update recommendations when the student changes.
- Q · 05What should I prepare?Connect requirements, documents, targets, timelines.
- Q · 06What fits me?Make opportunities relevant to real context.
- Q · 07How does my progress carry forward?Preserve evidence, decisions, and updates.
From 40+ concepts to an executable product.
At one point, the vision became too large to ship. I had mapped the student journey into around 40 tools and concepts — profile, roadmaps, documents, opportunity tracking, university comparison, expert guidance, AI agents, requirement monitoring, application workflows, versioning, status tracking, and many other ideas.
It was exciting. It was also too much. I realized two things: students would feel confused, and we could not execute it well as an early product.
So I simplified. The mission did not get smaller. The first product got clearer.
- 40+↓
- 18↓
- 12↓
- Focused core● ship
The mission did not get smaller. The first product got clearer.
One connected system. Not disconnected tools.
The principle behind every product decision that followed.
What the working product does today.
EduLens is no longer only a deck or concept. It became a working MVP, built around the idea that a student should not have to restart their context every time they use a different tool.
A student can begin with a living profile and a goal. From there, the system connects the pieces.
- M · 01Living Profile
Who the student is, what they’ve done, what evidence supports it.
- M · 02Readiness
Where they stand relative to a goal.
- M · 03Roadmap
A dynamic path from reality to desired outcome.
- M · 04Targets
Programs, universities, opportunities being monitored.
- M · 05Documents
Application materials connected to real evidence.
- M · 06Monitoring & AI guidance
Deadlines, changes, and conversations that don’t disappear.
An update in one place should improve the rest of the system.
That is what synchronization means for a student.
Why study abroad comes first.
I chose study-abroad readiness because it is one of the most demanding student journeys. A student may need to coordinate academics, tests, documents, funding, scholarships, deadlines, applications, target universities, eligibility, and long-term preparation — often for months or years.
That makes it a strong environment for testing whether a Student Operating System can actually work.
But EduLens is not intended to remain only a study-abroad product. The broader system can eventually support scholarships, research opportunities, internships, competitions, fellowships, career preparation, and other long-term educational pathways.
Study abroad is the whole product.
I learnedStudy abroad is the first proving pathway. Student navigation is the larger problem.
- academics
- tests
- documents
- funding
- scholarships
- deadlines
- applications
- targets
- eligibility
- long-term preparation
- scholarships
- research
- internships
- competitions
- fellowships
- career preparation
- other pathways
Why now.
Ten years ago, a system like EduLens would have been much harder to build. Personalized guidance was expensive. Students depended heavily on agencies, counselors, seniors, printed information, and manual processes.
Today, students already self-navigate. They search, compare, watch videos, ask AI, use spreadsheets, join communities, research universities, and prepare online. Access has improved dramatically.
But something is still missing. More tools created more fragments — goals in one place, documents somewhere else, AI chats somewhere else, deadlines in a spreadsheet, advice in WhatsApp, university research in browser tabs, achievements scattered across files.
AI made personalized support more scalable. But AI alone does not automatically create a persistent student system. Students already have access. Now they need visibility, direction, and coordinated progress.
Access improved. Coordination did not.
- agencies
- counselors
- manual processes
- static information
- search
- AI
- online research
- communities
- spreadsheets
- digital self-navigation
- persistent context
- coordination
- memory
- direction
- progress continuity
Building EduLens changed how I build.
EduLens taught me more than product development. It changed how I think.
- 01
Evidence over ego
The first idea does not deserve loyalty. The problem does.
- 02
Simplify without shrinking the vision
A large ambition requires a focused first product.
- 03
Ship through bottlenecks
When waiting became the bottleneck, I built a prototype myself so users could react to something real.
- 04
Communication is part of the product
When people misunderstood EduLens as only mentorship, that misunderstanding became product feedback too.
- 05
Commitment matters more than credentials
Strong titles do not replace ownership, urgency, and execution.
- 06
Product is not enough
Trust, distribution, behavior, and repeat usage matter as much as building features.
- 07
Stay close to users
The product became clearer because the conversations continued.
The hard part is no longer only building it.
The working MVP is not the finish line. The next questions are harder.
- Q · 01Can students understand the value quickly?
- Q · 02Will they complete the first meaningful actions?
- Q · 03Will they return?
- Q · 04Will they trust the system with important parts of their journey?
- Q · 05Will parents trust it?
- Q · 06Can distribution work beyond paid advertising?
- Q · 07Can the product become part of student behavior?
- Q · 08Can the economics work at scale?
- ○ Value understanding
- ○ Activation
- ○ Return
- ○ Trust
- ○ Distribution
- ○ Economics
- ○ Scale
- · Working MVP
- · Pilot preparation
- · Product refinement
- · Activation
- · Trust
- · Repeat usage
- · Distribution
Where EduLens is going.
The goal is not simply to help someone submit one application. The larger vision is to create a system that stays useful as the student grows.
One where identity becomes richer, readiness updates, progress accumulates, evidence stays connected, opportunities become more relevant, documents evolve, goals change, and the next step becomes clearer.
Students should not have to rebuild their context every time they make an important decision. Their progress should carry forward.
Students should not have to rebuild their context every time they make an important decision.
Their progress should carry forward.
Why this matters to me.
I spent years searching for a system that did not exist. At first, I was the student asking: where do I stand? What am I missing? What should I do next?
That confusion eventually became the problem I could not stop thinking about. Connectify became EduLens because users kept teaching me the truth. Mentorship was not enough. Information was not enough. Tools were not enough. The deeper need was a system.
EduLens is the current expression of everything I have learned so far about that problem. And I know the understanding will continue to improve.
- Where did I stand?
- What was I missing?
- What should I improve first?
The mission stayed. The model got clearer.