150 timed MMI stations you can speak, type or role-play, with AI feedback on the real interview criteria in minutes. Built and calibrated by Dan - 200+ applicants coached 1:1, 93% tracked offer rate, thousands of marked responses behind the AI. First review free.
Student outcomes shared with permission. No rigid frameworks. No recycled answers.
How Key2MD works
Train on the AI tool Dan built and calibrated, or book Dan himself. Same criteria, same standard - pick the path that fits where you are.
150 timed MMI stations you can speak, type or role-play, marked in minutes on the six criteria real panels use. CASPer practice included.
A full hour on your exact application - MMI, CASPer or GAMSAT S2, with specialist and GP training covered. Four new students a month, online via Zoom.
200 MMI stations. Answer on camera, by typing, or live against an AI role-play character, and every answer comes back with a full examiner-style report. Your first review is free, and CASPer practice lives here too.
The same AI examiner behind the practice tool. Speak or type your answer to the station below and see how it reads you - right here, before you sign up for anything.
Your close friend has started selling detailed notes for a course you both take, including material the lecturer explicitly asked students not to share. They tell you they are saving to help their family through an emergency, and they ask you not to say anything.
What would you do, and what would you weigh up?
One taster per person. A quick read, not a full review - your first full Premium review is free with an account. Answers are marked and not stored.
The MMI Mock Circuit runs 4 to 8 stations back-to-back under real timing, drawn fresh from the 150-station bank. You get AI feedback on every station and one combined report showing exactly which criteria cost you marks - the closest thing to interview day before interview day.
The marking is the product
Most AI feedback is vague and encouraging. This one was built from 300+ hours of Dan's real MMI marking, calibrated to how an actual panel scores you - and it is not afraid to tell you the truth.
Every response is scored on the same six criteria and Q1-Q4 lens Dan uses in live 1:1 sessions, drawn from coaching 200+ students into medicine.
It forms one holistic score the way an interviewer does - genuineness and empathy carry the most weight, balanced against the strength of your reasoning.
It is trained to penalise the exact mistakes that sink students - scripted empathy, framework-speak, buzzwords - the things ChatGPT happily praises.
Most applicants do not need more generic advice. They need the right next step for their exact bottleneck: school choice, CASPer/MMI practice, or a serious coaching plan.
Use GPA, GAMSAT, CASPer and school-specific bonuses to build a smarter shortlist.
Speak, type, or role-play real-style stations, get marked on 6 criteria, and see the pattern before interview day. CASPer practice included.
Plain-English guides for every GEMSAS school, with the traps students usually miss.
A full hour on your exact weak points, with a plan built from your target programs. $300/hour, four new students a month.
"I got into all 6 universities I applied to. Dan's MMI coaching was the difference-maker."
Alethea | ANU Medicine | StudentVIP Verified
Why Dan?
Dan is a current University of Melbourne MD student who achieved a 99.85 ATAR and coaches applicants for Australia's competitive medical programs.
With 200+ students coached - including candidates who received offers from all 6 universities they applied to, doctors accepted into specialty training programs, and GP applicants who passed RACGP CASPer on their first attempt - Dan's methods are focused, personalised, and built around what actually works in the room.
What I Offer
The interview is the last gate between you and an offer, and it is where I spend most of my coaching hours. Every student gets a plan built from their actual application, their actual weak points, and their actual target programs. CASPer and GAMSAT S2 support available for earlier stages.
Master the Multiple Mini Interview with structured practice, live feedback, and insider knowledge of what Australian medical school interviewers are actually looking for.
CASPer catches people off-guard. Dan's method breaks down the hidden scoring logic and trains you to respond under pressure - fast, authentic, and in Q4.
Section II is the most underestimated section. Dan's essay framework has helped students jump from average to band-busting scores with structured, high-impact writing.
Applying for Ophthalmology, Surgery, Emergency Medicine, Psychiatry, Dermatology, or Radiology training? The format is identical to medical school MMI - but the stakes are higher and the assessors more demanding. Dan has coached doctors successfully through specialist selection and knows exactly what sets candidates apart at this level.
The RACGP uses the same Casper Test as medical schools for AGPT and FSP entry - but doctors are held to a higher bar. Years of clinical experience can actually trip you up if you default to the registrar voice instead of the reflective one Casper rewards. Dan coaches doctors at the registrar standard. ACRRM applicants - who sit MMI - should book a Specialist MMI session instead.
Group Events
Deep-dive group sessions and protected recordings for students who want more than 1:1 - structured, high-value, and built around what actually moves the needle.
Expressions of interest open year-round
Email Dan any time to secure your spot before they open publicly - masterclasses fill fast.
200 MMI stations with circuit mode, video recording, role-play against an AI character & AI feedback on Dan's same framework. Plus 100 CASPer scenarios. Free, no login required to start - just press go.
Most practice tools mark your answer and forget it. Your Key2MD coach does the opposite. Turn it on and it reads across your own marked MMI and CASPer answers, works out the mistake you keep repeating, warns you about it right before your next station, and tells the marker to check it harder. Every session stops being generic and starts targeting the exact thing between you and an offer. The more you practise, the sharper it gets.
The night before your MMI or CASPer matters. This one-page checklist covers exactly what to do - and what not to do - in the 24 hours before you walk in. Used by Dan's private students every intake.
Dan will send it to your inbox within a few hours. No spam, unsubscribe anytime.
Real Results
Medical school applicants, specialist trainees, and GP registrants. No scripts, no actors.
I got into all 6 universities I applied to. Dan's MMI coaching was the difference-maker - he taught me how to think on my feet, not just recite memorised answers.
The most comprehensive tutor I've worked with. Dan doesn't just tell you what to do - he explains the why behind every answer, which totally changed how I approached CASPer.
I was in absolute disbelief when I got CSP. I genuinely didn't think I had a chance. Dan saw potential in me that I couldn't see in myself and built my confidence from the ground up.
As a doctor applying for Ophthalmology training, I thought I'd be fine going in without prep. I was wrong. Dan shifted how I framed every answer - away from clinical competence and toward genuine human insight. I got into RANZCO training at Royal Melbourne first round.
I'd heard RACGP CASPer was just like the med school version - it's not. The clinical framing caught me off guard in my first practice session with Dan. Two sessions later I had a completely different approach. Matched to RACGP GP training on my first attempt.
On the MMI AI practice tool
What students say after their first AI-marked stations.
I was contemplating whether the price tag for this service was worth it before I got it, but your responsiveness leaves me no doubt that this is the current best resource for MMI prep. Will definitely continue using it and recommend it to other people!
I had been prepping for months using friends for mock practice and question banks, and my answers felt fine but I had no real sense of where I was going wrong. The feedback here is genuinely in depth - each criterion gets scored and explained separately, and for every one you get specific, actionable direction on what to actually change. Not vague things like "consider the other perspective" but concrete steps: exactly what was missing from your reasoning, where you failed to acknowledge what the person in front of you was feeling, how to restructure so the logic actually lands. After a few sessions I started seeing the same patterns come up across different stations, which made it obvious what I needed to drill. My friends have genuinely noticed the difference when we practice together. Going into my interviews I feel worlds above where I started.
I'd been getting nothing but vague praise from friends and ChatGPT. The first honest feedback I got was from this tool - it caught that I never actually addressed the person in front of me. That one insight was worth more than weeks of solo practice.
Transparency Record
Anyone who boasts 100% should be considered very carefully. Here's the honest picture.
In 2025 Dan had 38 medicine applicants & doctors, with 34 receiving Q4. Notably, 3 of these had previously received Q1 - a testament to how much the preparation can move the needle.
All 10 international students received offers. Of 35 domestic students, 32 received offers. Dan also had 5 undergraduate students, with 4 receiving offers. Multiple specialist and GP training doctors were also successfully coached in this period.
The Process
Three steps from where you are to where you want to be. No fluff, no wasted sessions.
$300 for a full hour with Dan. Come in with your target programs and current concerns - we'll assess exactly where you stand and build from there.
Dan builds a session plan tailored to your target unis or program, your timeline, and your weak points. Nothing generic.
Walk into your MMI, CASPer, or GAMSAT with clearer skills, confidence, and strategy - authentically.
Pricing
For many applicants, the interview or written-response stage is the final gate after years of work. The aim is simple: focused, personalised preparation where it matters most.
Fully personalised, dedicated time with Dan. Maximum focus, maximum results.
Live weekly group MMI practice relevant to every medical school, Fridays 6pm AEST on Zoom. First class Friday 31 July. Single class $150; packages from $130 a class.
Not ready for 1:1? Start on the AI tool Dan trained - your first review is free. Open the MMI Practice Tool ->
FAQ
MMI, CASPer, GAMSAT & specialist training. If something isn't answered here, send Dan a message.
Most Read Guides
Written by Dan from inside the University of Melbourne MD program. Long-form, no fluff, updated for the 2026 intake.
Pathways, GAMSAT, GEMSAS, GPA, CASPer and MMI - the complete guide to Australian medical admissions.
Read the guide ->Why MMI is a character assessment, not a polish test - and what separates an offer from a rejection. Med school and specialist training.
Read the guide ->2025/2026 format, the 9 core tenets, WPM strategy, and full Q1-Q4 example responses with examiner analysis.
Read the guide ->The same Casper as medical school. A higher bar. Why qualified doctors underestimate it, and what AGPT assessors actually mark.
Read the guide ->The weighted GAMSAT formula, combo score calculation, GPA interaction, and what you actually need for an interview.
Read the guide ->Your university GPA and GEMSAS GPA are almost always different. Understand the conversion and calculate yours correctly.
Read the guide ->Estimate a GEMSAS-style GPA and compare weighted versus unweighted calculations before building your school shortlist.
Use the calculator ->Dan's curated reading list with themes, notes and order of importance - refined through years of coaching GAMSAT S2 students to Band 70+.
Read the guide ->Not every Australian medical school uses the standard combo. UoW, Notre Dame, USYD and UoM all have unique criteria.
Read the guide ->Join 200+ med applicants getting insider advice every week - scenario breakdowns, common mistakes, what examiners actually look for, and prep timelines. Free, no spam, unsubscribe anytime.
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