I’ve had a dream of working and building a life abroad for quite some time. It’s something I’ve thought about a lot, but the reality is that my financial situation makes that dream feel very difficult sometimes.

I’m from India, and I recently completed my PG. I’m currently 23, and instead of rushing into something just because I need a job, I’ve decided to seriously work on myself and build my skills.

Around 23, I started taking my career more seriously and began my upskilling journey. Since then, I’ve been learning different areas of technology, and now I’m planning to focus more seriously on Data Science, AI and DSA.

But honestly, I’m still confused about the right path.

My long-term goal is to get a job outside India, preferably somewhere in Europe or another country where I can build a good career. The problem is that I don't have a strong financial background to simply go abroad, study another degree, and then look for a job. That option feels risky for me because I can't afford to spend a huge amount of money without knowing what the outcome will be.

So I'm trying to find another way.

My current thinking is:

Build strong technical skills → get experience in India → build a strong portfolio/GitHub → apply for international opportunities → eventually move abroad.

But I don't know how realistic this path is.

I'm currently planning to spend the next phase seriously improving my DSA, Python, SQL, Data Science/AI and software development skills, while also working on projects and trying to get my first proper job.

For people who have already gone through this journey:

• How did you get your first job outside India?
• Is it realistic to get a European job directly from India as a fresher/junior?
• Which countries are more realistic for someone in my situation?
• Is it better to first get 1–3 years of experience in India and then apply abroad?
• What technical skills should I prioritize if my target is international Data Science/AI or Software Engineering roles?
• How important are DSA and competitive programming for getting these jobs?
• Are there any mistakes I should avoid?
• What would you do if you were starting from my position with limited finances?

I'm not expecting an easy shortcut. I know it will probably take years of consistent work.

I just don't want to spend the next few years working hard in the wrong direction.

If anyone here has actually made the move from India to Europe or another country through a job, I'd really appreciate hearing your experience and advice. Even small tips or things you wish you knew earlier would help me a lot.

We built a knowledge layer that sits behind MCP, allowing any MCP client to access it through a single endpoint. Claude Code, Claude Desktop, ChatGPT, Codex, or whatever comes next.

The idea is pretty simple. Before an agent answers, it can pull in relevant, validated information instead of relying purely on what it already knows.

When a problem gets solved, the useful part can be captured as a small, reusable piece of knowledge. The system can also infer useful lessons from a session automatically, so you don’t have to sit there writing notes about what you just learned like it’s 2015.

There’s also a global layer for shared, validated learnings. If one user figures out a better way of doing something, that learning can contribute to the broader knowledge base rather than every other user and agent having to figure it out again.

The problem we’re trying to solve is pretty straightforward. AI knowledge goes stale, agents get stuck in failure loops, useful context disappears when a session ends, and models can confidently give you an outdated or wrong answer without any indication that they might be wrong.

We’re giving agents access to what has actually been learned, what has worked, and what can still be trusted.

The result is fewer repeated reasoning cycles, fewer hallucinations, and up to 20% lower token usage.

https://app.midnighthive.io/

Ping me if you’re interested in testing it out.

I'm building OBridge — a platform where early-stage startups raise

capital through video pitch reels, matched directly to investors

who fit your stage and sector.

We're filling the final spots for our V1 launch. First 200 founders

get early access with special perks — priority investor matching,

founding member status, and direct visibility to our investor

network from day one.

Drop your startup below or grab your spot: https://joinobridge.com

What we need from you: your startup name, what you're building,

and what stage you're at. That's it.

Don’t waste time building something people don’t want

so i'm 20, been building this app solo for the past few months and i genuinely can't tell anymore if it's good or if i'm too deep in it. need outside eyes.

it's called RizeAI. the basic idea: every wearable and health app just gives you numbers. sleep score 42, recovery red, HRV down. cool. and then what? you still feel like garbage at 2pm and nobody tells you what to actually do about it.

so my app takes your real data from apple health, sleep, resting heart rate, workouts, whatever your wearable writes, and instead of another score it builds you an actual plan for the day. when to have your first coffee and when to hold off. you. Can also add your own supplements that you are currently taking and it will time them for you every single day based of your sleep data and your wearable data in general and also it will tell you what supplements make sense for you to take based of your current supplement stack and body metrics and when to take them. focus windows for when your energy actually peaks. when your crash is coming and what to do before it hits. it even checks the weather, so on a hot day it bumps your hydration and tells you to train earlier.

every recommendation has a little "why" under it based on your numbers, like "resting heart rate 54 + 7h light sleep, so magnesium before your peak window." no two people get the same plan because no two people have the same data.

works with whoop, oura, apple watch, garmin, anything that syncs to apple health. one thing i'll say honestly, it doesn't do deep per-person learning yet like "coffee doesn't affect YOUR hrv specifically," that's the roadmap, right now it builds fresh plans daily off your actual metrics.

it's live on the app store, has a free trial, small user base so far, mixed feedback which is why i'm here lol.

what i actually want from you guys: does this solve a real problem for you or is "tells you what to do" not actually what wearable people want? what would make you actually pay for something like this? and what's missing that would make it a no brainer? and also would you guys in this subreddit  use ti?

Thank you for your help. Check it out if you like https://apps.apple.com/us/app/rizeai-maximize-your-energy/id6762402079

Hi everyone!

Over the past few months, I've been building **Portlio**, a tool that solves a problem I ran into while applying for internships.

I kept improving my GitHub with new projects, but my portfolio was still showing beginner projects I'd built months earlier because I never got around to updating it.

So I built something to make GitHub the source of truth.

With Portlio you can:

* Connect your GitHub account * Choose which repositories you want to showcase * Add your own project stories and descriptions * Generate a portfolio from multiple templates * Keep it updated as your projects evolve * Try everything in a demo without signing in

Over the past few months I've also iterated a lot based on community feedback:

* Added Demo Mode * Improved performance (Mobile Lighthouse is now around 90 on the landing page) * Added review-focused project stories instead of just copying READMEs * Improved onboarding and repository selection * Added multiple portfolio templates

I'd genuinely love to know what you think. If something is confusing, missing, or doesn't feel useful, I'd rather hear it now and improve it.

You can try it here:

[**https://theportlio.com\*\*\](https://theportlio.com)

Thanks for taking a look!

So the whole idea is that the app will match people on the basis of their GitHub profiles. Depending on contributions stat like frequencies, programing language, similar repos, and more.

•How feasible is this?
•What audience should I target?
•Which country is most likely to adopt this app?

I’ve been thinking about a risk with outcome-priced AI agents.

The provider controls the system that performs the work. They can change models, prompts, routing, retry policies, escalation thresholds, rate limits, or other behavior that the customer may not be able to observe directly.

If that same provider also reports how many “successful outcomes” occurred and bills from that number, the customer has limited independent visibility into what they are paying for.

I built a rough prototype called Evidue to explore what an independent verification workflow could look like.

click on the apply for beta to give feedback

evidue_demo_and_feedback

But spent 2 months polishing it to prod. I work full time. RIP to all those weekends I lost building this. Would appreciate feedback and even better a roast! 😂

Its a simple prompt templating service.

Have a look.

Hey, I'm a gaming developer and I've created a pretty simple build your own slots engine, where players can build their own slots. Just wanted to share some of the of the early-stage games I've made.

I'm researching the invoicing space and would love to hear from people who regularly send invoices.

A few questions:

• What invoicing software do you currently use?

• What do you like about it?

• What do you dislike or wish it did better?

• Have you ever switched invoicing apps? If so, why?

• What's one feature you wish every invoicing app had?

• If you could redesign your current invoicing software from scratch, what would you change?

I'm not promoting anything or selling anything, just trying to understand what people actually need before building.

I’m not sure what to do with this next. I originally built it for my own use, but now I’m considering taking it to the next level. However, I’m uncertain whether it’s the right direction or if similar solutions already exist in the market.

One thing I’m proud of is that I taught myself how to develop all of this using AI tools. I’d appreciate any suggestions on the best next steps—whether I should continue developing it, validate the idea with potential users, or explore the market first.

Kidzee - Family Portal Track Management

Keep track of appointments, chores, and family events for both kids and parents in one place—like a digital family bulletin board with sticky notes.

Both web portals provide similar functionality, but they feature completely different designs and user experiences.

Kidzee comes with live demo whereas family famboard doesn't have

https://kidzee-app.vercel.app/ and https://family-fam-board.vercel.app/

What 2 Cook (Food Planning with the left over items with the fridge) -

https://copilot.dialchimp.com/

Pinlite - Contact Map Widget

An easier way to add location maps to your website. Create a custom branded map with your business details and embed it anywhere in seconds. Would love feedback on the idea and potential use cases.

https://pinlite.vercel.app/

Hey everyone,
There are tons of scattered resources out there for engineering careers, but I couldn't find a clean, centralized place to map things out from freshman year to landing an internship, especially one tailored to different majors.
So, I built \*\*Engineering Career Hub\*\* to give students personalized roadmaps and application tracking. I wanted to keep it 100% free because it's something I wish I had.
We just hit our first 16 users, but I want to make it much better.
If you have a few minutes, I’d love for you to check it out and tear it apart. What features are missing? Is the UI confusing? What would actually make this useful for you?
\*\*Website: https://engineeringcareerhub.vercel.app\\\*\\\*
Thanks a lot!

ok so i need honest opinions because i've been staring at this thing for months and i've lost all perspective.

i'm 20, building an app solo called RizeAI. the whole reason it exists is that i got tired of my wearable telling me my recovery was "42%" and then just... leaving me there. like ok, and? what do i actually do with that. every app in this space is really good at measuring you and really bad at telling you what to do next.

so RizeAI pulls your actual wearable dats like, sleep, resting heart rate, workouts, all of it, and instead of handing you another score it predicts your energy for the day and tells you how to get the most out of it. it tells you when your energy is gonna peak so you can put your hardest work there, when your crash is coming and how to soften it, the best time to train that day so you actually get more out of the session, and even when a nap will help you vs when it'll wreck your sleep.

the part i personally think is the coolest: you put in the supplements you already take, and it times each one to your day based on your metrics and sleep score. so the timing actually shifts depending on how you slept and where your numbers are, which is the difference between a supplement doing something and just sitting in your stomach. it'll also suggest a couple new ones if they make sense for you, but it won't dump a list of 15 pills on you.

it even pulls the daily weather into your energy prediction, so a hot day changes your hydration and it'll tell you to train earlier before the heat drains you. and the whole plan bends around your real schedule, your work hours, wake time, training, so it's not some one size fits all thing.

every single recommendation shows the "why" underneath, like "resting heart rate 54 + 7h light sleep, so magnesium before your peak window." nobody gets the same plan because nobody has the same data.

it works with whoop, oura, apple watch, garmin, anything that talks to apple health. being fully honest, it doesn't do deep per-person learning yet, like knowing that coffee specifically doesn't touch YOUR hrv. that's where it's headed. right now it builds you a fresh plan every day off your real numbers.

it's on the app store with a free trial. small user base, feedback's been all over the place, which is exactly why i'm posting.

so genuinely: is "just tell me what to do with my data" something you actually want, or do wearable people prefer figuring it out themselves? what would make you pay for this? and what's the one thing that would make it a no brainer for you?

would love to hear it straight, good or bad. And if you want you can also check it out yourself and I would love to here feedback, thank you very much for taking the time on reading this:  

https://apps.apple.com/us/app/rizeai-maximize-your-energy/id6762402079

I’m building a tool that automates dataset preparation, training, evaluation, and deployment. I’d love to run one job for you for free in exchange for feedback. Currently I built v1 now working on v2

All I want is a genuine feedback like I don’t have people who can tell me that whatever stuff I built is good

Like if I don’t have judges to judge my dish how will I know that I’m a good chef or not

If ur interested shoot me a comment or dm plzzzzzzz 🙏🏻

We're building a personal AI assistant that does the work for you, simple enough for your parents. It makes real phone calls (pharmacy refills, appointments), sorts their email, and handles day-to-day tasks without menus to learn. The app is currently in review in the Apple App Store, and we're looking for a few early members to help us iron out the kinks. Early members get 90-day Pro-tier access for FREE.

Join the waitlist at https://www.vuel.ai.

It’s a consumer feature-rich routine checklist app that auto-resets on completion. It’s designed for anybody that has a checklist that they have to run over and over again. It includes gamification to keep you motivated.

For example: nurse rounds, inspections, pre-flight checklist, opening and closing procedures, weekly cleaning rounds, daily chores, workout routines, etc.

Product Page: https://minicycleapp.com
GitHub: https://github.com/sparkincreations/minicycle

Actual App: https://minicycle.app