I need some capstone project ideas for resume?

Currently pursuing masters , so this is my 3rd semester I need to do a mini project , I don't need simple regular stuff but different parts with current situations and also helpful type, also it would be helpful cuz today is due date to register it would be really helpful

Suggest me places for full stack( university training) in Amman

I am currently in 6th semester. I want to make a great FYP in 7th and 8th semesters. So I want to learn full stack web development in this(6th) semester. I can understand code logic easily. Kindly any senior who can guide me what fundamentals should I learn in this semester? Will these fundamentals enough for FYP?

Hey there, I'm a CSE student, and right now I have good knowledge of HTML, CSS, JS and react. I am regularly building one page react applications. One thing that's stressing me out is that its soo vast how do I know what to learn and how. Its already the era of AI, and learning and writing single lines of code seems pointless. But then there's also gonna be interviews. So how do I make myself internship and placement ready? Whenever I read any JDs in linkedin, there are words I've never heard of. So What should my scope of action be?

Building a multi-tenant school management SaaS (Laravel). Each school has classes (grades), and some classes have multiple sections (A, B, C...), some don’t.

Question: when assigning subjects to a class, should that assignment live at the class level (one subject list per class, shared by all its sections) or at the section level (each section gets its own subject list, even if it’s 90% identical to its sibling sections)?

Class is the academic level: it decides curriculum, fee structure, exam syllabus, promotion path. Section is just a roster split within the same grade, same curriculum, different roll call/teacher/room in most schools. In real schools, sections of the same class usually share almost the same subjects, but occasionally diverge (streams/electives, or one section getting an extra remedial subject).

Two options I’m torn between:

1. Class-level by default, with section-level only for the rare cases that actually differ.

2. Always section-level, even for schools/classes where every section has identical subjects (accepting some duplication, but avoiding any ambiguity about which level wins).

Also tied to this: teacher-to-subject assignment and attendance-authority need to reference whichever granularity I pick here, so I want to get this right before building on top of it.

If you’ve built something similar (school/LMS/SaaS with class+section hierarchies), which way did you go and why? Also open to “you’re overthinking this, just do X” answers.

With AI tools making coding much easier, I'm curious about which skills developers should prioritize today. Should beginners spend more time on JavaScript fundamentals, browser internals, APIs, databases, security, performance, or building real-world projects? AI can generate code, but understanding how things work is still essential when debugging and making complex changes.

Thank you for sharing your advice.

JavaScript is essential for modern web development, particularly frontend development. It also supports backend development through Node.js. Beginners should understand variables, functions, arrays, objects, promises, async/await, DOM manipulation, and ES6 features.

So i am a cs student and i was seriously learning web development from like 1 months and yesterday i saw a random guy saying web development is dead , it's so so saturated market and getting paid as web developer is so hard. I wanted to be a full stack web developer and i learnt alot in this past month but now i am scared and confused , should i continue web development and be a full stack or should i focus on other things like AI/ML or Game Development . It would be really helpful , thank you all in advance for all of you feedbacks .

I came across this a few times, and it can be pretty frustrating. Everything works fine in Postman, but the moment I connect it to the frontend, something breaks.

Sometimes it's a CORS issue, sometimes headers or just a tiny mistake.

How do you guys usually figure out what's causing it? Any simple debugging tips that saved you time?

Help me guys I’m at a stage where I genuinely want to learn new stack stacks(like react, next js etc) and move toward being job-ready, but I’m feeling confused and overwhelmed by the way information is presented. There are too many roadmaps, tutorials, and advanced concepts shown at once, and as a beginner it’s hard to know what actually matters right now and what can be skipped, some people says learn from official documentation but i dont understand a single line when i open docs, feeling overwhelmed, and if i watch tutorial i understood but the when i get implementing things on my own i struggled, i just want to know guys who already got a job and working on those tech stacks or learning them or building projects on them how you guys learn these topics, please tell the detailed methods you guys do to learn that stuff.. I am really stucked at this moment.. And please also discuss how much should i learn on the particular things to land a job/internship s.. Should i have to master it or what

Actually I am doing btech in cse AIML from tier 3 collage

And I have successfully wasted my 3 semester and now I am going to 4th sem

Kindly tell me the ways I can get job and what I can do

Please I don't want to waste any much time

I know -- Python , C,c++ basic dsa front end

That sit I know

Currently I'm working on a relatively large scale full stack application, but I am having a few problems, and I was wondering if any of you here have any tips to remedy them, the first of them is that due to the projects relatively vast complexity compared to my previous projects, I often forget how the architecture actually works or what pieces of it are actually supposed to complete what function, which is a massive pain, especially considering how much the architecture has changed from the original ideas that guided it, how do you guys manage this? Right now honestly I think I might be better off rethinking the entire architecture and building it from scratch because it's just ended up confusing me more, at the end of the day I don't have to rewrite every line of code anyway.

Furthermore, another problem I'm having is in UI, I have no idea how to make it look professional, I mostly code in python, and the entire front end is in python, but honestly I'm kinda dubious of pythons rendering libraries, the one I'm currently using being pygame, they just don't feel like something that would be included in a professional project, would it be wise to code my own renderer and window manager in cpp? It won't be overly complex either way, but that does feel like it's going overboard a little. Another issue I'm having with UI is actually how to present it, being a programmer I obviously love scalability but that being said I have no idea how to apply that to UI, right now I just have the creation of UI objects arranged in the AppStates program which's purpose should be kind of self explanatory, but I really really dislike this approach, not only does it essentially mean lone functions represent entire AppStates which feels like it's missing a layer of abstraction, and it's messy and not scalable, like I even have lambdas in there to pass the entered content of text fields to other parts💔💔 I've considering building a UIEngine script which would wrap all this in a neat package and then maybe making a proprietary filetype that would include all the data of the UIElements to be written to the screen which would essentially allow me to store AppStates as files, but I don't know

Hi everyone. Could use some advice.

About me: Frontend, Vue/Nuxt, 6+ years (JS/TS), strong UX/UI, actively working with AI (agents, MCP). No commercial backend experience, but I've been building pet projects on Node/Fastify/Postgres for the past six months (with AI). Russian native / English B2.

Situation: Laid off due to budget cuts, financial runway of 6-12 months. Had one interview: passed the Vue theory round, bombed the JS LeetCode. On the local market and on LinkedIn there's almost no pure frontend work: either full-stack with commercial backend experience, or Product/AI engineer. On top of that, React is far more popular than Vue.

Plan: 3-4 months on React, backend and system design, plus pet projects. Rename my CV to "Product Engineer", then start applying. Target: Moldova or remote.

1. Is the strategy ok or am I wasting my time - can you realistically build a solid foundation in 3-4 months and jump into full-stack?

2. Are pet projects enough to get through an interview, or will nobody look at me without production backend experience?

3. Is LeetCode still the main filter, or can I skip it in favor of system design/AI?

I'd appreciate any experience - especially from people who've gone through this path themselves. If anyone is willing to look at my CV or do a mock interview, I'd be very grateful.

I'm planning to start my career in software development and considering Full Stack Development as my career path. I want to understand the current job market and opportunities for freshers.

I have noticed that some developers prefer learning a technology properly before building anything while others just start building and figure things out along the way.

I am curious which approach actually works better especially when learning full stack development.

Do you follow a structured learning path or learn things as problems come up while building projects?

Hello,

I currently have a job as an AI / Salesforce Automation Consultant and have my own business where I provide services related to Salesforce Architecture. I have been in Salesforce development at my job for the past year and a half, mostly because of an increased salary, and have over 5 years of experience in full stack development with clients.

I have tried LinkedIn outreach, cold calls, email outreach, tried making B2B products with marketing on my personal LinkedIn profile. Creating lead lists with Clay and other GTM tools to do this.

i am completely struggling to get clients, it felt so easy to get web development positions before the AI craze, and even with Salesforce, it feels like a lot of my job has also become essentially just using Claude Code to fix things.

Any advice on what to do. I feel completely stuck, and do not feel like I have a warm network to advertise my services nor do I have an Account Executive to support me either.

Many beginners find abstraction, polymorphism, and the difference between interfaces and abstract classes challenging. Practice with real examples, such as payment systems or employee management, to understand when and why each concept is useful.

Hey Everyone!

I’m hoping to get some perspectives from the people on the other side of the fence.

I work at a small RegTech startup and have recently transitioned into product architecture and domain ownership. My background is in law rather than software engineering, so this has been quite the learning curve (albeit one I’m absolutely loving).

I’ve been working very closely with our CTO, who’s also our full-stack developer, to essentially rework the underlying logic and architecture of an existing platform.

My responsibility is defining how the system needs to behave, the decision logic, regulatory requirements, dependencies, edge cases and what constitutes a correct output.

It’s incredibly complex, particularly when something that appears insignificant in step 2 can have consequences at steps 200, 201 and 202.

But.. why I’m posting…

I want to understand how I can make his working life easier.

He’s an exceptionally capable developer, but he also carries an enormous amount of technical knowledge and responsibility. I imagine that can be quite isolating, particularly in a small startup where you’re often the only person who fully understands the implications of what’s being asked.

And I suspect there are times when something I/other staff consider a relatively small change might actually introduce hours of work, technical debt or a whole chain of unintended consequences that I’m simply not equipped to recognise yet. 😂

I don’t want to be another person adding to that mental load. Equally, I know my own expertise is valuable. I understand the regulatory domain and the logic the product needs to follow, and we’re both bringing something different to the table. I just want to make sure I’m making his life as easy as possible… 🩷

So I’d genuinely love to hear from developers:

- What do you wish the people defining requirements understood about the realities of engineering?

- What makes someone genuinely good to work alongside from a developer’s perspective?

- Are there particular technical concepts, principles or resources you’d recommend learning to better understand system architecture and dependencies?

- How do you prefer requirements, decisions and changes to be communicated or documented?

- What seemingly harmless habits from non-developers actually create unnecessary stress or additional work?

FYI:

I’m not trying to become a software engineer or start telling him how to write code. I trust his expertise completely.

I just think there’s something to be said for making the effort to understand the challenges other people face, particularly when you’re working so closely together.

He’s got my back when it comes to turning complex product requirements into something that actually works, and I’d really like to make sure I’ve got his too.

Any advice, resources or experiences would be hugely appreciated. TIA 🫶🏼

So I have just seen the procedural programming language in the MariaDB RDBMS. So my question is, why in a relational database management system would you need SQL to also have the power of a programming language? Why in the layer of the database server would you need that? Can that be achieved with your backend server logic programming language, whether it be JavaScript, PHP, Python, Rust, Go, etc.? Why is there a programming language, why SQL is a programming language more so than just for querying and interacting with a database or databases? How does that fit into the full picture of full stack web development?

Edit: Thank you everyone for the thoughtful responses, technical insights, and feedback. All of this input is extremely helpful much appreciated!

Hello, friends... I am new here. I just want to share my work. A community website is developed by me with the help of AI. Now I need some feedback regarding the the website... what thing I need to change or add. Anything which help me to make this better. Please help me out.... Need feedback.... website - indetail.in

I know rust Axum
Also Aspnet and nestJs

What do you think should i use full framework or barebones like axum

Knowing that we’re a startup and our projects mostly CRUDs

With Axum i gain control the code ,rust strong type system , modern, memory safety and compilation to machine code .
But suffering from no conversions and crates ( packages incompatibilities ) . Although I’m following clean architecture and MVC.

Frameworks like nest or asp you gain conversions testing, and compatibility but not machine code ( for dot net it feels old a bit , verbose and vendor locked for Microsoft to an extent )

Wdyt?

Okk so iam planning to enroll for Full stack development course but offline courses reviews are pathetic so now I am planning for Apna college and shreyansh coding, for online batch. Is it a good idea or offline is better than online???

Suggestions please.

Hello! I m currently understanding the basic of software development. The tech stack I have is:

Typescript

(Next.js + React) For Frontend

(Express ) For Backend

(PostrgeSQL+ Prisma) For database

But I never wanted to just able to code , so I thought to get good with DSA, Computer Networks , DBMS, Cloud and SYSTEM Design. And to achieve it I am currently studying some books :

1. Introduction to algorithms (CLSR) for DSA

2. Database System Concepts For DBMS

3. Computer Networking: Top to down approach For CN

I study CLSR 3-4 hours a day and using those concepts in projects , and the remaining books 2 hours a day with again using those concepts in projects . After completing these I would lean cloud computing and then System design from the popular book (Designing Data Intensive Application).

What do you guys think about my roadmap? Any suggestions?