CareerLab
Career exploration through hands-on tasks
What it does
52% of graduates don't work in jobs requiring their degree. Yet they spend 5.7 years and $156K earning it. Why? Students choose careers without testing the actual work. CareerLab fixes this. Complete hands-on tasks - build financial models, debug code, analyze consulting cases - across multiple careers. Our AI learns what you actually enjoy and recommends careers based on reality, not personality tests. Test careers before you waste years. Built by students who switched majors 4x.
Does the same job
all alternatives →- ECExplore careers that you don't know even exist2023 · careergpt.ai · ▲88
"Excited to launch CareerGPT.ai on Hacker news today! We're on a mission to help people ..yada...yada" No, that's ChatGPT's writing, not mine :) Folks, I was a PhD student once, in a non-home country, and just wished to know what was it like to go and work in the industry, being a programmer, or started a company. Torn apart between choices, I just wished there was a totally unbiased counselor to talk to. I couldn't do that with my supervisor since he always encouraged me to finish the thesis (of course). Heck, had ChatGPT exist back then, I would have had more infos and made decision…
- CFCareer Finder – A quiz that gives you career recommendations2014 · shobia.com · ▲43
- IMI made an AI based career navigator2024 · moveup.ai · ▲9
Many people express that despite working hard, they don't feel like they are in the right career. Instead of getting adhoc advice from friends and family or requiring serendipitity/fortune in landing in a desirable career progression, I made a career planning tool which lets you upload a resume or public linkedin profile and see alternative career paths. You can play with your map, explore alternative trajectories, specify a goal, understand job titles, see job listings and more. I am looking to understand what, if any aspect of this tool is useful, and how I would proceed to build upon…
More ai this month
the category →
I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
AI · 17d ago · simedw.com
Astute▲585Automate your B2B brand going viral, with new media creators
AI · 18d ago · company-app.joinastute.com
Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 27d ago · cactuscompute.com
Launched alongside, April 2026
the whole month →
- AG
Thought the resources for GPU arch were lacking, so here we are
Life & fun · Apr 2026 · jaso1024.com
- IB
Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.
AI · Apr 2026 · github.com
- BC
Life & fun · Apr 2026 · sam-burns.com
- IB
With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.
AI · Apr 2026 · text.blogosphere.app