Gauging interest in a new, hyper-focused MCQ format for deep learning
▲ 1 r/MBBSindia+2 crossposts

Gauging interest in a new, hyper-focused MCQ format for deep learning

Hey r/indianmedschool

First Time making such a post, but a long-time student and lurker here, now in 3rd year and postgraduate exam prep (aim 2029). I have been long automating my Study process using apps like Obsidian and ANKI. (Screenshots attached)

We all use AMBOSS, UWorld, Marrow, and AnKing - they are the giants. They offer millions of questions. I am not trying to compete with them. They are comprehensive and vital.

But here are my observation: QBanks often feel distinct from the process of learning and understanding. They are great for assessment, but when I get something wrong, the feedback is usually a mass-explanation block that I have to read/parse/verify. I then have to manually find the relevant section in my notes to correct my understanding. It takes time, a lot of time.

I have been experimenting with merging my structured study notes directly with my quiz generation (currently using an LLM pipeline to add Markdown syntax to my notes for the past few years), creating a different kind of "serious study tool". Over the past 2 years i and 3 of my friends have been making these new kinds of MCQ's to learn.

My core hypothesis: Medical education needs a new MCQ standard where every Single Option is inextricably linked to its specific, detailed reasoning—essentially turning the explanation into the note, immediately accessible within the question interface and baked in as a part of the option.

Forget standard MCQs where you just get a general breakdown. Imagine a system where you are presented with a complex clinical vignette (like the image I've attached), and next to every option is a dedicated, explanation of why it is the correct choice. If you select Option B (e.g., phase-contrast), you don't just see "Incorrect/red mark/cross" along with the correct/incorrect status you see why B is incorrect and precisely what phase-contrast microscopy is best used for, derived directly from my study notes.

I am working on a "zero-setup" app experience focused on:

  1. Textbook-focused data and UI
  2. High-Yield "Theory Papers & Vivas" focus (this is far away in future)
  3. This novel Option-Reasoning Link format.
  4. And a REEL like question scroll (based on FSRS to suggest questions)

This app is about minimizing the mental energy required to understand your mistakes.

It's a high-fidelity tool for targeted, active recall on the specific concepts you just tested yourself on, along with curated, high-yield notes.

The Question: Is this format appealing to you? If I were to make this, and offer it for a low subscription (₹100 INR/5$ monthly for server costs, equipment, hosting and ios app store fees etc) would you guys be willing to use it?
BTW: if i get significant number of users and it scales the server costs will drop for sure.

Note: Coming from a modest background i realize the struggle and frustration i have faced in paying monthly subscriptions etc, but like i said i come from a modest background and i cannot afford to make this free for everyone. i have finished making questions in it for subjects like Pharmacology(5000+) and Microbiology(1500+ and growing) and since i have gap before and after my third year exams i will finish anat, physio and biochem soon.

I've attached an image showcasing my work as i do it. Your brutal honesty is essential and welcome.

The following Image is from Microbiology (microscopes section).

https://preview.redd.it/togur6skjn9h1.png?width=649&format=png&auto=webp&s=d1485fd96692167cceeaa10de53736947d0f38b6

Above is the same note for this Topic from my notes in Obsidian. the formatting(markdown linters and warnings/diagram alerts) were done with gemini 2.5 flash and
These are my other Obsidian Notes.

https://preview.redd.it/l9udt9jzjn9h1.png?width=1365&format=png&auto=webp&s=8429cdf2ff5962bdf4dd70b8e6ba4675a19405f7

This is to show that this Post is not AI-slop fraudster and a screen recording of what i have finished so far is also attached

https://preview.redd.it/1c7lajo5kn9h1.png?width=1365&format=png&auto=webp&s=6fd29ad1619c2df72152558ab2ecee135066ced8

https://reddit.com/link/1ugdaqw/video/oapqazv0ln9h1/player

https://preview.redd.it/f6245guppn9h1.jpg?width=2560&format=pjpg&auto=webp&s=b8c8fefd597be3c3300cf2f50b5d50e6b3476bb1

https://preview.redd.it/jofrxluppn9h1.jpg?width=2560&format=pjpg&auto=webp&s=80b6413de6f51c10ec6ae557b955fb5504c53c87

https://preview.redd.it/y30qeboarn9h1.jpg?width=1600&format=pjpg&auto=webp&s=1d6904185c4175608b79fc9d7056e739c09524e1

https://preview.redd.it/tgsgdg6bsn9h1.jpg?width=2560&format=pjpg&auto=webp&s=d94c958f90292d6df48c2e00ecae6c0b0b49753e

https://preview.redd.it/qmvufh87sn9h1.jpg?width=2560&format=pjpg&auto=webp&s=359eecda47007fb3f916ce68811f22f577577083

And here are photos of the App i have been working on for this. Right now this app only has quizzes, but i will soon be migrating my notes from Obsidian to this app.

Note:
If you guys suggest ideas then i might plan to make all these open source so we all can collaborate somewhere and maintain a digital databank of information free and accessible to everyone. It will probably still require money management though for the same reasons stated above.

Also this app has a mode that is similar to Instagram where you select your topics and scroll through questions and the app using modified FSRS and a new parameter to use time taken flags the questions and shows you the difficult/mistake questions more frequently than the others. this is so that instead of scrolling reels like most do in clinical postings/Bus rides we can use this. you can even select a specific Chapter from which you want the reels to appear. I am still working on correcting the logic for this feature so its not ready yet and will finish it post launch depending on the responses from here.

Please Suggest Ideas and Suggestions so i can effectively decide whether to seriously pursue this or should i just use this for myself? Criticism is welcome.

P.S. I am a student and i have no idea how well this is going to workout for me in the future, my average university exam scores range between 60-70% for the past 2 years (yeah i have very poor memory) and that is how i ended up making all this content. i need to add so people realize that i am no top ranker and i do not claim that these will help everyone.
> Also this is a very ambitious goal and i don't know when i will finish this but i hope to do it soon enough.

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u/gr3y_mask — 10 days ago

Need Help - 4g quota exhausted despite 5g NSA 3500.

Despite having 3500 NSA my 4g quota exhausted and 5g is giving below 1mbps speeds. I do not use 300gb+ per month, I can guarantee.

I have mailed the nodal officer but no response yet and I spoke to an Airtel customer support guy on 198 (by 1-1-9) he says it happens to some phones, it's a software issue on their side and will be fixed in 4 hours. But this is persistent since some days.

I tried sending a port request expecting a call but only sms regarding offers has arrived. Any way to fix this?

edit: guys i spoke to them and it seems my 300gb monthly quota has run out. my friends used to take my hotspot and some vile creature has been streaming 4k I guess.

u/gr3y_mask — 20 days ago

Squeezing life out of an old i3 or spending ₹70k+ now? Medical student looking for advice on a laptop for AI/ML, Android Dev and mild gaming. BUDGET: 65000-75000, Country: INDIA

Budget: ₹65,000-75,000
Country: India
Use Case: Gaming — AAA,Open world / School / Youtube video Editing / Basic ML
Preferred Specs: 16gb+ sys ram, intel 12th gen + rtx 3050 (6gb) onwards
Notes: Please do not suggest laoptops with no mux switch or igpu

Hey everyone,

I'm currently in a dilemma and need perspective from people who know the Indian laptop market inside out. I am a 23yo 3rd year medical student working toward my PG exams (NEET-PG/INICET) over the next few years.

### My Current Setup & Situation

Right now, I am using a laptop with an Intel i3 8th Gen H-series processor, a GTX 950M GPU (2GB VRAM), 4gb System RAM. It's starting to show its age, but it still boots for my daily use.I have added this to a tab s8 on which i run termux etc for learning my programming part.

I have a budget of around ₹70k-₹75k. I can spend it right now, but I am incredibly skeptical because I want to make sure I'm using my money wisely and getting a machine that will actually last me until 2030 without feeling like money waste ot underused. I have used Google colab/github codespaces, but i am incined towards a machine than can do things locally. The LOQ RTX 3050 6gb variants were 70k a few days ago, and now its at 82K. So i am skeptical on where to spend.

### My Requirements

  1. Immediate Focus (Next 12-18 Months): Medical studies. My workflow involves Anki decks, a massive Obsidian vault (11,000+ notes running complex DataviewJS scripts and custom CSS), and learning basic data tracking using Numpy/Pandas. Then i will be proceeding to AI/Ml/computervision using Sickit learn/tensorlflow/pytorch etc. By 2028 i have plans to publish one paper on image Classifier models under radiology dept.
  2. ​Paused Goals: I have put my Android development (Flutter/Dart) on hold, gaming dreams, and local ml model tinkering ideas on the back burner for now to focus entirely on my MBBS curriculum with slow progression in the ML field as i cannot get myself to spend on the overpriced variants.

​Furthermore, I am avoiding the AMD LOQs (like the Ryzen 7 7435HS) as they completely lack an iGPU killing the battery life to under 2 hours. Since I need some battery legroom for study sessions, a chip with an active iGPU (like an Intel HX or high-end AMD with Radeon 780M) is mandatory.

So i am looking at Intel + RTX lapotps.

### My Questions to You:

  1. Is it a mistake to buy an Intel 12th Gen HX + RTX 3050(6 gb) right now if I want the laptop to remain relevant for compiling/AI-ML and basic tasks until 2030?
  2. For those tracking Lenovo LOQ price trends in India: can we realistically expect the i5-13450HX + RTX 4050/4060/5050 to hit the 65-70s during major sales later this year or next year?
  3. Should I just save my money, stick to text-based MBBS studying on my current potato, and buy a much stronger, zero-compromise machine next year? If yes then what can i get in the 65-75K range?
  4. If i decide to buy an intel i5-12450HX + RTX 4050/3050 next year then will I be paying for older/obslete hardware according to software standards? And should i proceed to buy if i happen to get this offer under 65k?
  5. Also i have been watching the LOQ motherboard issues, they seem to have gone. What is the ground reality? Are they still present? Or was it a faulty batch?
  6. What sales to look out for best deals?

I need advice and help due to financial bottleneck, an i have big dreams, cant help it and dont want buyer's remorse or a subpar machine. Would love to hear your thoughts, especially from anyone doing Coding or study setups on these specific variants.

DO suggest me other laptops that i can use. Note: i cannot financially afford anything beyond 75 K today, 70-75 k is the absolute max.

reddit.com
u/gr3y_mask — 1 month ago

Title: [70k-75k INR / ~$900 USD] [India] Med student needs advice: Buy an RTX 3050 now or wait for 4050 drops next year?

Country: India

Budget: 70,000 - 75,000 INR (approx. 830 - 900 USD)

Are you open to refurbs/used options?
No. I need a new machine with a reliable warranty that will last until 2030.

Screen size:
Okay with any sizes, prefer 14-16 inch.

Weight limit:
Less than 3kg charger combined.

Purpose:

Medical school studies(ANKI+Massive Obsidian vault), database management, and AI/ML research, Mild gaming, youtube video editing.

Form factor:
Standard Clamshell.

Intended usage:
- Immediate Focus (Next 12-18 Months): My workflow involves Anki decks, a massive Obsidian vault (11,000+ notes running complex DataviewJS scripts and custom CSS), and learning basic data tracking using Numpy/Pandas.

Future Focus: Proceeding to AI/ML and computer vision using Scikit-Learn/TensorFlow/PyTorch. By 2028, I have plans to publish a paper on image classifier models under the radiology department.

Desired battery life:
3 to 4 hours of basic text reading/studying/browisng/powerpoint.

Please list, in order of most important to least important, the priority between Size, Weight, Performance, Battery life:

Performance, Weight, Battery Life, Size.

Info/Requirements:

Intel CPU + RTX GPU is mandatory. I need an active iGPU for basic battery legroom during study sessions, so I am strictly avoiding CPUs like the AMD Ryzen 7 7435HS which completely lack an iGPU and kill battery life to under 2 hours. Prefering Lenovo LOQ series

---

Hey everyone,

I am currently in a dilemma and need perspective from people who know the Indian laptop market inside out. I am a 23yo 3rd-year medical student working toward my PG exams (NEET-PG/INICET) over the next few years.

My Current Setup & Situation
Right now, I am using a laptop with an Intel i3 8th Gen H-series processor, a GTX 950M GPU (2GB VRAM), and 4GB System RAM. It is starting to show its age, but it still boots for my daily use.

I have a budget of around 70k-75k INR. I can spend it right now, but I am incredibly skeptical because I want to make sure I am using my money wisely and getting a machine that will actually last me until 2030 without feeling like a waste of money or being underused.

My Questions to You:

  1. Is it a mistake to buy an Intel 12th Gen HX + RTX 3050 (6GB) right now if I want the laptop to remain relevant for compiling and basic ML tasks until 2030?

  2. For those tracking Lenovo LOQ price trends in India: can we realistically expect the i5-13450HX + RTX 4050/4060/5050 to hit the 65k-70k range during major sales later this year or next year?

  3. Should I just save my money, stick to text-based MBBS studying on my current potato, and buy a much stronger, zero-compromise machine next year? If yes, what can I expect to get in the 65k-75k range then?

  4. If I decide to buy an Intel i5-12450HX + RTX 4050 next year, will I be paying for older hardware? And should I proceed to buy if I happen to get this exact offer under 65k?

  5. Also i have been watching the LOQ motherboard issues, they seem to have gone. What is the ground reality? Are they still present? Or was it a faulty batch?

  6. What sales to look out for best deals?

I need advice and help due to a financial bottleneck, and I have big dreams. Would love to hear your thoughts, especially from anyone doing heavy coding or study setups on these specific chassis!

reddit.com
u/gr3y_mask — 1 month ago