Postgraduate Research Planner

PhD & MRes research planning and development — supervisors, proposal, outreach, CV/portfolio, Researcher Arena.
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Your PhD application planner

One profile drives everything below: find a PhD supervisor, draft a research proposal, write outreach emails, and build your CV and portfolio — all from the same interests and background.

Profile completeness

0 of 7 fields set — start with your profile.

All sections

How this works. Postgraduate Research Planner keeps everything in this browser — nothing you type is uploaded anywhere, so fill in your profile once and every other section reads from it automatically. Where a step benefits from a second pair of eyes, an optional AI draft button (marked with a spark) asks Claude directly when this page is opened inside Claude; on the public site the same spot offers Copy AI prompt, so you can paste the identical, guard-railed prompt into any assistant you use. Either way the result stays editable before you use it anywhere. For finding real people — supervisors, faculty, labs — the tool never guesses names or emails; it builds targeted search links to Google Scholar, ResearchGate, ORCID and university sites so you find and verify the actual person yourself, and every outbound link opens the real site in a new tab. Researcher Arena, at the top of the sidebar, adds the evidence layer — scholarly-graph and dataset search, research gaps, citations, compute guidance and more — held to the same rule.

Frequently asked questions

How do I find a PhD supervisor?

Pick your research interests in your profile, then open Find Supervisors. It builds live searches across Google Scholar, ORCID, LinkedIn, ResearchGate and site-restricted university faculty pages so you find and vet a real person yourself — check their last two years of publications and current funding before reaching out.

How do I write a PhD research proposal?

Use the Proposal Builder's nine guided sections — title, background, research questions, significance, methodology, research environment, timeline, ethics and references. Each section explains what it needs, and most can draft a starting point from your profile that you edit before using.

How do I email a PhD supervisor?

Open Outreach Emails, choose "cold introduction," and fill in what you know about the recipient. Keep the first email under 200 words with one clear ask, and wait two to three weeks before a single polite follow-up.

What's the difference between an academic CV and a resume?

An academic CV is comprehensive and grows over your career — publications, talks, grants, teaching — with no length limit. A resume is one to two pages, cut down to what's relevant to a specific role. See CV & Résumé for both, with real template links.

How much GPU memory (VRAM) do I need to train or run a model?

For inference, roughly parameters × bytes-per-parameter for your precision (4 bytes for FP32, 2 for FP16/BF16, 1 for INT8), plus about 20% for activations and overhead. A full fine-tune with the Adam optimizer needs about 16 bytes per parameter — weights, gradients and optimizer states — before activations, so a 7B model needs well over 100 GB unless you use LoRA/QLoRA or sharding. Researcher Arena's compute tool does this calculation for your exact model size and precision, and names a GPU tier that fits.

How do I know if my dataset's classes are imbalanced?

Compare the largest class to the smallest in your target column: a majority-to-minority ratio beyond roughly 3–4:1 usually needs handling (resampling, class weights, or a metric other than plain accuracy). Upload a CSV in Researcher Arena's dataset corner for a real, in-browser count of rows, missing values, duplicates and class balance — nothing is uploaded anywhere.

What is the Researcher Arena?

A set of research-planning-and-development tools above the core workflow: scholarly-graph and people search, a dataset corner with a real in-browser dataset health check, an evidence-grounded research-gap finder, a multi-style citation generator, compute/GPU guidance with no invented prices, a reproducibility checklist, a statistical-test advisor, and a literature-matrix builder. Open it from the top of the sidebar.

Does this tool store or share my information?

Everything is saved only in this browser's local storage — there's no server, login or tracking, and nothing is uploaded. The one opt-in exception: when the page is opened inside Claude and you click an AI draft button, the text that draft needs (such as your profile summary) is sent to Claude to write it. On the public site, Copy AI prompt only copies text to your clipboard.