u/Responsible-Sea-9033

Hey! I'm Gaurav, from India. I've got an offer for the UQ College Foundation Program starting Feb 2027, leading into the Bachelor of Engineering (Honours), planning on Mechanical. A bit about me: I co-founded a startup back home (AI infra for agency teams, in active investor conversations) and I'm a Campus Ambassador intern with E-Cell IIT Bombay, so I'm used to figuring things out without a clear playbook.

Financial situation:

• Education loan through SBI: ₹50L max, 5% interest, that's my ceiling since I don't have collateral available for anything above it
• This covers my Foundation year comfortably

My part-time work math:

• Avg work (weekend shifts): ~$30/hr
• Tutoring (once I get regular students): ~$40-45/hr
• Term time capped at 48hrs/fortnight (visa rule, can't go past it)
• Term-time income: ~$16-22k/year
• Break weeks (no cap, can push harder): ~$25-28k/year
• Total realistic income once tutoring kicks in: ~$45-50k/year

Where the gap sits (years 2-4):

• Need per year: ~$95-105k (tuition + living)
• Minus scholarship (~$13-15k) and work income (~$45-50k)
• Still short ~$24-29k/year
• Total gap over the degree: ~₹55-60L

So scholarships aren't a nice-to-have for me, they're a real part of whether this plan works.

My understanding is the International High Achievers Scholarship (20% tuition reduction) gets decided based on how I perform in the Foundation Program itself, not something I apply for separately. Is that correct? Just a yes or no is totally fine.

If so, a few things I'd genuinely appreciate knowing from anyone who's actually been through it:

• Roughly what GPA or grade in Foundation do you actually need to land it?
• Does it kick in from Year 1 of the Bachelor's, or later?
• Is it a one-time award, or does it renew each year as long as grades hold up?
• Are there other scholarships (need-based or otherwise) worth applying for on top of this one that I might not know about?

Trying to go in with a realistic financial plan rather than hoping it works out, so any real numbers or experience would help a lot. Appreciate you taking the time.

i am scared

my_qualifications: currently in tier-3 CSE AIML in India (rushed decision, regret it), co-founder of a startup called Allied (AI infra for agency teams, in active investor talks), intern with E-Cell IIT Bombay

Recap + link to original post: [r/IndianAcademia Rushed into a Tier-3 CSE-AIML degree in India, now have a real shot at Mechanical Engineering at University of Queensland — money's the only thing in the way. Would you take the leap? : r/IndianAcademia]

Situation:

• Rushed into tier-3 CSE AIML in India, regret it. Mechanical eng is what I actually want
• UQ (Australia) is the only real offer I have right now (Foundation + Bachelor of Mechanical Eng)
• Kyushu and KUAS (Japan) are still just options I'm looking into, haven't applied, no admit yet
• So it's a guaranteed UQ offer vs a cheaper Japan option I'd still have to get into

Money, talked to SBI directly:

• Max loan: ₹50L
• Interest: 5%
• Above ₹50L needs collateral, family property is stuck in a partition dispute so it's not usable

The math (using the "can you afford 50%" test people gave me last time):

• UQ total cost, tuition + living, full degree: ~₹2.9-3 crore. ₹50L loan covers ~17% of that
• Kyushu total cost: ~₹45-55L. loan covers ~90-100% of that
• KUAS total cost: ~₹36-40L. loan covers it with room left over

My part-time math:

• Avg work (random weekend shifts): ~$30/hr
• Tutoring pays more once I get regular students: ~$40-45/hr
• Term time is capped at 48hrs/fortnight, that's a visa rule so can't go past it
• Breaks have no cap, planning to push hours harder there
• Total realistic work income once tutoring kicks in: ~$45-50k/year

Where the gap still sits (years 2-4, after loan runs out, even with a 20% scholarship):

• Need per year: ~$95-105k (tuition + living)
• Minus scholarship (~$13-15k) and work income (~$45-50k)
• Still short ~$24-29k/year, around ₹55-60L total over the whole degree

so even working more hours, tutoring, and hoping for scholarship, there's still a real chunk of money with no source. that's the actual hole I'm trying to figure out.

Why UQ still pulls at me:

• It has a real startup and entrepreneurship side to it, not just academics. I already run a startup so I want somewhere that supports both
• Talked to an actual UQ student, they said it's great there and you can get internships in your field from 2nd year
• Free food and campus perks, obviously not what decides this but nice

So, if you were my brother, what would you say? Take the guaranteed UQ offer on a loan that covers ~17% of the cost, hoping scholarships plus more work hours close a ₹55-60L gap? Or chase the cheaper, fully fundable Japan route for a degree I haven't even gotten into yet?

Anyone who's actually done this, international students, people who took loans, people who picked the safe option and regret or don't regret it, please tell me what to do. Lost rn.

Recap + link to original post: [rRushed into a Tier-3 CSE-AIML degree in India, now have a real shot at Mechanical Engineering at University of Queensland — money's the only thing in the way. Would you take the leap? : r/Advice]

Situation:

• Rushed into tier-3 CSE AIML in India, regret it. Mechanical eng is what I actually want
• UQ (Australia) is the only real offer I have right now (Foundation + Bachelor of Mechanical Eng)
• Kyushu and KUAS (Japan) are still just options I'm looking into, haven't applied, no admit yet
• So it's a guaranteed UQ offer vs a cheaper Japan option I'd still have to get into

Money, talked to SBI directly:

• Max loan: ₹50L
• Interest: 5%
• Above ₹50L needs collateral, family property is stuck in a partition dispute so it's not usable

The math (using the "can you afford 50%" test people gave me last time):

• UQ total cost, tuition + living, full degree: ~₹2.9-3 crore. ₹50L loan covers ~17% of that
• Kyushu total cost: ~₹45-55L. loan covers ~90-100% of that
• KUAS total cost: ~₹36-40L. loan covers it with room left over

My part-time math:

• Avg work (random weekend shifts): ~$30/hr
• Tutoring pays more once I get regular students: ~$40-45/hr
• Term time is capped at 48hrs/fortnight, that's a visa rule so can't go past it
• Thinking about pushing hours hard during breaks since there's no cap then, could go higher than what I planned before
• Total realistic work income once tutoring kicks in: ~$45-50k/year

Where the gap still sits (years 2-4, after loan runs out, even with a scholarship):

• Need per year: ~$95-105k (tuition + living)
• Minus scholarship (~$13-15k) and work income (~$45-50k)
• Still short ~$24-29k/year, around ₹55-60L total over the whole degree

so even working more hours and tutoring and hoping for scholarship, there's still a real chunk of money with no source. that's the actual hole I'm trying to figure out.

Why UQ still pulls at me:

• It has a real startup and entrepreneurship side to it, not just academics. I already run a startup so I want somewhere that supports both
• Talked to an actual UQ student, they said it's great there and you can get internships in your field from 2nd year
• Free food and campus perks, obviously not what decides this but nice

So, if you were my brother, what would you say? Take the guaranteed UQ offer on a loan that covers ~17% of the cost, hoping scholarships plus more work hours close a ₹55-60L gap? or chase the cheaper, fully fundable Japan route for a degree I haven't even gotten into yet?

Anyone who's actually done this, international students, people who took loans, people who picked the safe option and regret or don't regret it, please tell me what to do. Lost rn

Recap + link to original post: [rRushed into a Tier-3 CSE-AIML degree in India, now have a real shot at Mechanical Engineering at University of Queensland — money's the only thing in the way. Would you take the leap? : r/Advice]

Situation:

• Rushed into tier-3 CSE AIML in India, regret it. Mechanical eng is what I actually want
• UQ (Australia) is the only real offer I have right now (Foundation + Bachelor of Mechanical Eng)
• Kyushu and KUAS (Japan) are still just options I'm looking into, haven't applied, no admit yet
• So it's a guaranteed UQ offer vs a cheaper Japan option I'd still have to get into

Money, talked to SBI directly:

• Max loan: ₹50L
• Interest: 5%
• Above ₹50L needs collateral, family property is stuck in a partition dispute so it's not usable

The math (using the "can you afford 50%" test people gave me last time):

• UQ total cost, tuition + living, full degree: ~₹2.9-3 crore. ₹50L loan covers ~17% of that
• Kyushu total cost: ~₹45-55L. loan covers ~90-100% of that
• KUAS total cost: ~₹36-40L. loan covers it with room left over

My part-time math:

• Avg work (random weekend shifts): ~$30/hr
• Tutoring pays more once I get regular students: ~$40-45/hr
• Term time is capped at 48hrs/fortnight, that's a visa rule so can't go past it
• Thinking about pushing hours hard during breaks since there's no cap then, could go higher than what I planned before
• Total realistic work income once tutoring kicks in: ~$45-50k/year

Where the gap still sits (years 2-4, after loan runs out, even with a scholarship):

• Need per year: ~$95-105k (tuition + living)
• Minus scholarship (~$13-15k) and work income (~$45-50k)
• Still short ~$24-29k/year, around ₹55-60L total over the whole degree

so even working more hours and tutoring and hoping for scholarship, there's still a real chunk of money with no source. that's the actual hole I'm trying to figure out.

Why UQ still pulls at me:

• It has a real startup and entrepreneurship side to it, not just academics. I already run a startup so I want somewhere that supports both
• Talked to an actual UQ student, they said it's great there and you can get internships in your field from 2nd year
• Free food and campus perks, obviously not what decides this but nice

Last thread's advice was split:

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>

>

>

So, if you were my brother, what would you say? Take the guaranteed UQ offer on a loan that covers ~17% of the cost, hoping scholarships plus more work hours close a ₹55-60L gap? or chase the cheaper, fully fundable Japan route for a degree I haven't even gotten into yet?

Anyone who's actually done this, international students, people who took loans, people who picked the safe option and regret or don't regret it, please tell me what to do. Lost rn

Throwaway-ish post but I need outside perspective, not just my family telling me what I want to hear.

Backstory: I rushed my college decision last year and ended up in CSE AIML at a tier-3 college in India. I regret it — not because CS is bad, but because it was never actually what I wanted. Mechanical is. I picked AIML because it felt "safe" and in-demand, not because I wanted it.

Now I've got an offer from University of Queensland — Foundation Program starting Feb 2027, then straight into a Bachelor of Engineering (Honours). This is the actual redo I didn't think I'd get.

The catch is money. I don't have it sitting there. The plan is:

• Take an education loan to cover the first year
• Cover the rest through a mix of scholarships (still applying) and part-time work once I'm there (weekend shifts, break work, and tutoring since I can teach maths/science)

I'm not walking in totally green — I co-founded a startup, in active investor conversations) and I'm currently a intern with E-Cell IIT Bombay. So I'm used to hustling and figuring things out without a playbook. That's part of why I think I can make the finances work over time even if year one is tight.

But I keep going back and forth:

• Is it reckless to walk away from a degree I've already started (even one I don't want) for one funded mostly by loan + hope?
• Has anyone actually made the loan + scholarship + part-time combo work for a 4-year engineering degree abroad, or does the math usually break somewhere in year 2-3?
• Would you take this shot, or stay the safer, cheaper, already-in-motion path and try to redirect from there?

If you were my brother, what would you tell me to do?

I am scared

Throwaway-ish post but I need outside perspective, not just my family telling me what I want to hear.

Backstory: I rushed my college decision last year and ended up in CSE AIML at a tier-3 college in India. I regret it — not because CS is bad, but because it was never actually what I wanted. Mechanical is. I picked AIML because it felt "safe" and in-demand, not because I wanted it.

Now I've got an offer from University of Queensland — Foundation Program starting Feb 2027, then straight into a Bachelor of Engineering (Honours). This is the actual redo I didn't think I'd get.

The catch is money. I don't have it sitting there. The plan is:

• Take an education loan to cover the first year
• Cover the rest through a mix of scholarships (still applying) and part-time work once I'm there (weekend shifts, break work, and tutoring since I can teach maths/science)

I'm not walking in totally green — I co-founded a startup, in active investor conversations) and I'm currently a intern with E-Cell IIT Bombay. So I'm used to hustling and figuring things out without a playbook. That's part of why I think I can make the finances work over time even if year one is tight.

But I keep going back and forth:

• Is it reckless to walk away from a degree I've already started (even one I don't want) for one funded mostly by loan + hope?
• Has anyone actually made the loan + scholarship + part-time combo work for a 4-year engineering degree abroad, or does the math usually break somewhere in year 2-3?
• Would you take this shot, or stay the safer, cheaper, already-in-motion path and try to redirect from there?

If you were my brother, what would you tell me to do?

i am scared

So I have been building something for the past few months and wanted to share what I learned because it came from a real frustration.

I was watching how agency teams actually work with AI. Not how they say they work. How they actually do it.

What I kept seeing was this. Someone opens ChatGPT, writes a prompt, gets output, copies it, opens Perplexity, pastes it in with a new prompt, gets that output, copies it again, opens Gamma or Claude or whatever, pastes again. Every single task. Every single day.

The person doing this is usually good at their job. They just became an unpaid API wrapper somewhere along the way.

I got annoyed enough to try building a fix with my co-founder Sparsh who handles all the engineering. The idea was - what if the system just knew where to send the task. Research goes to Perplexity. Writing goes to ChatGPT. Deck goes to Gamma. And if the task needs all three, it chains them in order and passes the output from one into the next automatically.

The hard part turned out not to be the routing. It was keeping the context clean when you pass output from model A into model B. Each model wants to re-interpret the original intent. Figuring out how to summarise and pass context without losing the point of the original task took most of our time.

Voice input came later. Turns out the routing logic works the same whether the input is typed or spoken - you just clean the transcript first.

Still a lot to figure out. Keyword-based classification breaks on ambiguous tasks. Long chains lose precision. But it works well enough that agencies we showed it to immediately said this is the problem they have.

Curious if anyone else has tried to solve this or just accepted the copy-paste loop as normal

Noticed something while talking to agency owners — most teams are using 4-5 AI tools but nobody has connected them. One person ends up manually moving outputs between ChatGPT, Perplexity, Gamma, Claude all day. It adds up to 15+ hours per person per week of work that should not exist.

My co-founder Sparsh (CS, NIT Kurukshetra) and I spent the last few months building a fix for this.

The idea is simple — instead of your team deciding which AI to use for what, the system decides automatically.

You write a task, Allied routes it to the right model. Research goes to Perplexity. Writing goes to ChatGPT. Presentation goes to Gamma. If the task needs multiple steps, it chains them — ChatGPT drafts, Perplexity researches, Gamma builds the deck. One instruction, full pipeline, output delivered.

We call the full version Smart Auto — you describe the end result you want and it figures out the steps itself.

For a 20-person agency team it works out to roughly $600K a year in recovered productivity.

We are onboarding a small group of early users right now. If this is a problem your team has, happy to show you how it works.