Stop applying like everyone else.
A 3-month sprint for technical graduates and early-career builders in Australia: ship working AI into a real business, and build the proof and network that make employers see you.
Build for real Australian SMEs · Champion AI Adoption
Thousands of businesses want AI built. That is your way in.
Australian small businesses know AI could take real work off their plate. What most of them cannot do is say what to build: agency prices make even finding out too expensive to try. That is your way in. You sit down with an owner, work out together what is actually worth building, then build it. While every other graduate queues at the same job boards, you are the one a real business trusted to figure this out, with an owner who watched you do it and says so to everyone they know.
applicants on the last graduate developer role posted in Melbourne. One of those resumes was yours.
The reply you already know
re: Graduate Software Engineer application Inbox
Talent Acquisition, Southbank Digital <talent@southbankdigital.com.au>
to me
11:42 AM (4 hours ago)
Hi Tanvi,
Thank you for your interest in the Graduate Software Engineer position.
After careful consideration, we have decided to move forward with other candidates whose experience more closely matches our requirements.
We wish you the best in your search.
It is not that you have not earned it yet. The market does not work that way.
You have the degree and the projects. The problem is where you are putting them: into a channel that sorts hundreds of near-identical files, long after the shortlist started forming somewhere else.
More resume advice will not fix that. Every applicant can now sharpen verbs and match keywords in minutes with AI. Everyone sounds relevant. No one gets remembered.
Most jobs are filled through people, not postings.
Referrals and warm introductions fill far more roles than job boards do. By the time a listing goes public, someone inside usually has a name in mind already. You do not out-apply that. You get there earlier.
Anonymous applicant
Trusted, visible, referral-ready candidate
Someone credible telling a hiring manager they should talk to you, before the role is ever posted. That is the one part of this market you can build on purpose.
A resume resets to zero with every application. A network does the opposite. It compounds. The people who have seen your work keep working for you long after you close the tab.
The introduction a resume can never earn
Tanvi Kulkarni for your intake automation role Inbox
Marcus Reed <marcus.reed@northloop.com.au>
to Jess Hartley, cc Tanvi Kulkarni
9:14 AM (2 hours ago)
Hi Jess,
You mentioned you were trying to fill the intake automation role. I met Tanvi at a clinic workflows panel a couple of months back, and she has stuck in my mind since.
She has built an AI intake tool for allied health, actually understands how Australian clinics handle referrals and admin, and explains her thinking clearly. Genuinely switched on, and she gets the space. I have put her in copy here.
Worth a chat before this one goes anywhere public.
Cheers, Marcus
How the sprint works
One real project becomes the centre of everything.
Three months, three phases, no busywork. You give the market a reason to remember you, then a reason to reply.
Position
Tanvi Kulkarni(She/Her)
Full-stack developer building AI intake tools for allied health clinics. Prior HealthTech experience in India, now studying how Australian clinics handle referrals and admin.
Melbourne, Victoria, Australia · Contact info
500+ connections · 12 mutual connections
Build
One showcase project tied to a real problem in a real Australian business: something that genuinely costs an owner time or money, scoped with them, and built under experienced engineering review. The owner rarely arrives with a spec. Working out what is worth building is half the work, and it is the half that makes you memorable.
Because Seen is delivered by 
SMEC AI, an AI Adoption Centre funded under the Australian Government’s AI Adopt Program, you approach businesses with a national program behind your name instead of cold-calling as a stranger. Real users, real feedback, and real referrals from people who have seen your work run.
Connect
Reach out wide across the industry you want into, leading with relevance instead of favours. Most people will not reply, and that is fine. The ones who do become the network, and the follow-up with them is where the real work happens.
Then stop asking to be let in. Your name goes on a real event in your industry, as a panelist or a co-host. Inviting someone onto a panel is flattering even when they say no, and it hands you a warmer reason to reach out.
Melbourne already runs the rooms. 
MLAI 
GDG Melbourne 
DDD Melbourne 
AWS User Group and a dozen more are volunteer-run and permanently short of speakers. We help you line up a host and a crowd, for a successful event with your name on the bill.
The outcome
Then it starts running the other way.
Once the project and the panel have done the introducing, you are no longer a stranger asking for time. You still start most of the conversations, but now they open warm, and some begin to arrive on their own, before the role is public.
That is the shift worth measuring first. Not an offer letter in week one, but replies from people who already had a reason to take you seriously.
Claire Donnelly · 2nd
Product Lead, clinic software
Claire Donnelly Tue 2:14 PM
Hi Tanvi, Marcus passed your name on after the clinic workflows panel, and I went and had a look at your intake demo. We have a role opening up next month that we have not posted yet. Would you be open to a chat before we do?
Tanvi Kulkarni Tue 6:05 PM
Hi Claire, thanks for reaching out. Happy to chat. I have been deep in clinic intake for a few months now, so I would love to hear what you are trying to solve.
Honest answers
“Who is this actually for?”
People with the skills, but not the callbacks.
Technical graduates and early-career developers in Australia: final semester, recently graduated, or on a 485. That includes international students, career changers, and people who have never seen themselves in tech. Some technical ability, willing to build a serious project and speak to the market. It is not for anyone who wants to sit back and wait for a job to find them, or for someone to apply on their behalf.
Keep applying the same way, and you keep competing in the same pile.
Or build a better reason for the market to take you seriously. Become easier to believe, easier to remember, easier to refer. Places are limited because every build goes into a real business under real engineering review.
Build for real Australian SMEs · Champion AI Adoption