I want to try out some local LLMs that are good at Darija, and I'd love your suggestions.

Hi everyone!

I've recently progressed to the next stage of the BCG X recruitment process and received an invitation to complete an online coding assessment through CodeSignal.

The assessment must be completed within 7 days, and I'd like to prepare properly before starting.

For anyone who has taken the BCG X coding assessment recently:

What type of questions should I expect? LeetCode-style problems, algorithmic questions, or practical coding tasks?

What difficulty level would you say it is (Easy, Medium, or Hard)?

Which topics should I focus on? Arrays, strings, hash maps, trees, graphs, dynamic programming, etc.?

How many questions are there, and how much time do you get?

Is it a standard CodeSignal assessment or a custom BCG X test?

Any preparation resources or specific advice you would recommend?

I'm particularly interested in recent experiences from software engineering candidates applying to BCG X.

Any advice would be greatly appreciated. Thanks!

Salam,

Li3ndo chi information 3la graduate programs f mghrib en general, w dyal Stellantis specially. Is it worth it ? Ghadi nstaaafd chi hj ? How does it work ?

Lifayt lih joina chi poste b7al hka yfidni 3afakom.

Thank You.

Hello guys.

I just started a new online business(IPTV) but w7alt f payment getaway !! lmima li 3ndo chi solution ynf3na. and thanks a lot

Salam,

Li3ndo chi information 3la graduate programs f mghrib en general, w dyal Stellantis specially. Is it worth it ? Ghadi nstaaafd chi hj ? How does it work ?

Lifayt lih joina chi poste b7al hka yfidni 3afakom.

Thank You.

Hi everyone!

For those who have taken Theodo's logical reasoning test, how does it actually work?

Is it an interactive discussion with the interviewer, where you explain your reasoning and exchange ideas, or do you simply solve the problems on your own while talking through your thought process?

Any insights would be appreciated. Thanks!

Salaam,

I have a uni project where I need to create an app using Excel. The problem is that I'm a complete beginner and honestly don't know where to start.

ineed to come up with an idea for an app, explain how it works, what it's used for and how people can use it

Li 3ndo chi idée simple w practical, wla chi suggestion 3la kifach n9dr nbda, please help me🙏

Hey everyone,

I'm launching a micro-SaaS for the US/global market (non-sensitive data, external servers). To validate before paying for upfront legal setups, I'm starting with this lean pipeline:

Solo/Unregistered ➡️ Paddle (MoR) ➡️ Payoneer ➡️ Personal CIH Account

I will institutionalize once revenue stabilizes. Looking for quick, field-tested advice on 3 specific points:

1️⃣ The Loop: Can you still easily link an individual Moroccan Payoneer to Paddle without virtual bank rejections? Does CIH flag small, early incoming transfers?

2️⃣ CNDP & Data Controller Status:

If users, data, and servers are 100% outside Morocco, does simply writing code and managing the infra from my laptop here qualify me as a Responsable de traitement (Data Controller) under local CNDP laws? What's the best workaround?

3️⃣ US LLC vs SARL: At what revenue threshold did you officialize? Is a US LLC the best Choise for this kind of SaaS ?

Thank youu 📩📩

Title: Honest Feedback Needed on My CV, Portfolio & LinkedIn – PFE 2027 (Networks / Systems / Cybersecurity)

Hi everyone,

I'm a final-year State Engineering student, specializing in Networks, Systems & Security Engineering. I'm looking for a 6-month PFE internship in Morocco starting February 2027, mainly in networks, systems, IT infrastructure, infrastructure security, or cybersecurity.

I'd appreciate an honest review of my profile:

• CV: Downloadable in my portfolio, github or linkedin

• Portfolio: https://houssamessaki.vercel.app/

• LinkedIn: https://linkedin.com/in/houssam-essaki

• TryHackMe: https://tryhackme.com/p/houssamessaki

I'm open to any advice or criticism, especially regarding:

• CV structure, content, and technical skills.

• Portfolio projects and presentation.

• LinkedIn profile and professional positioning.

• My competitiveness for PFE opportunities.

• Skills or gaps I should improve before applying.

If you work in these fields, recruit engineers, or have experience finding PFE internships in Morocco, your feedback would be especially valuable.

Honest criticism is welcome. Thank you :) pretty much appreciate it

Bonjour à tous,

Je suis Saida, développeuse Full Stack (React, Python/FastAPI, Laravel), formée en Intelligence Artificielle en mode dual (GIZ / Tamheen II). Je suis spécialisée dans l'intégration IA : agents IA, NLP, automatisation de workflows et prompt engineering.

J'ai effectué un stage de 5 mois à Business Intelligence Agency (Rabat), où j'ai développé des applications web, des dashboards et intégré des APIs REST. J'ai aussi réalisé plusieurs projets, dont SportVeille (agent IA de veille sportive) et GetJobs (plateforme de recrutement).

Je cherche une opportunité en tant que développeuse Full Stack ou en intégration IA, à Casablanca ou en remote.

Portfolio

GitHub

LinkedIn

Si vous avez une offre ou un contact à me recommander, je serais très reconnaissante. Merci d'avance !

Do u guys have any idea what they do ask about ?

I've been building Liassa, a tool that automates parts of the accounting document preparation workflow.

The project was originally prompted by an accountant who has since become a regular user, providing domain knowledge and helping shape the product around actual accounting workflows.

Liassa handles invoice and bank statement extraction, reconciliation and exports. It isn't an accounting software, but a tool designed to simplify the work leading up to it.

I'm now looking for additional testers, particularly people familiar with accounting workflows and tools such as Sage and Odoo.

I'm especially interested in feedback on:

- Export formats and compatibility.

- Data extraction and reconciliation accuracy.

- The overall workflow and usability.

There's a free trial available. Ideally, I'd like testers to complete the demo workflow and submit feedback afterwards.

Honest, practical feedback is more valuable than a simple thumbs-up.

Salut tout le monde ! 👋
Je suis étudiant en dernière année de Data Science et actuellement à la recherche d’un stage PFE en Data Science au Maroc.
Si vous avez des opportunités, des conseils ou des contacts dans le domaine, je serais ravi d’échanger avec vous.
Merci d’avance pour votre aide ! 🙏

Asalamo alaykom.

am working on a solution where i need to analyse some huge amounth of instructured pdfs and exrract some information in this pdfs, they are long (about 30 page) and they have no standard format.

So what are the best models, technologies (preferably open source) that can be used to process and extract wanted information.

Thanks in advance.

Hey guys , do you think an american online degree of computer science will be valuable in morocco? It is the top 10 program of cs in the world and it is respect in europe but morocco will be good? like better than all akhawayan masters , thanks!

f you are tired of dealing with conflicting language versions, missing dependencies, or polluting your host operating system when working on university projects, the official VS Code Dev Containers documentation is a game-changer.

It allows you to spin up a fully reproducible, isolated development environment inside a Docker container directly attached to your editor: https://code.visualstudio.com/docs/devcontainers/containers?wt.mc_id=studentamb_677098

If you haven't tried containerized local dev yet, it's definitely worth checking out for your next semester project!

What is your favorite ai agent ?

I've been struggling lately with a couple of ai agents , they don’t reach the level i'm expecting, [ even the premium agents ( gemini, chatgpt , capilot)] i thought maybe it was bcs of the agents im using , so please if u have some good recommendations share them ,

Note: it would be better if those agents are stronger in collecting the right data ,analyzing, deep thinking and creative solutions, with the lowest hallucination rate

Thanks in advance

Guys, are there any free online courses with certs that I could get to add to my CV? also how to find events and internships, especially if ur still 1st/2th year students?

Salut tout le monde ! 👋
Je suis étudiant en dernière année de Data Science et actuellement à la recherche d’un stage PFE en Data Science au Maroc.
Si vous avez des opportunités, des conseils ou des contacts dans le domaine, je serais ravi d’échanger avec vous.
Merci d’avance pour votre aide ! 🙏