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Jobs · fellowships · accelerators · PhDs

Know if it’s for you, before you apply.

Flow reads the official page and your CV the way a recruiter would: what they weigh, what you already have, and what is missing. Two minutes. Free.

Check my fit, free →See a sample plan

The full plan for one application: INR 499 or USD 9. If it doesn’t help, we refund you within 7 days.

Sample plan · a made-up applicantClara Novak, ML engineer

Designing Responsible NLP PhD, Edinburgh

  • Official page read
  • CV read
  • Every line checked

Is this for you?

Possible fit

Your BSc is in a relevant subject, but the CV gives no UK 2:1 equivalent; the text also accepts extensive professional experience, and you have seven years.

Lead with this

Lead with your 2024-2025 review-fairness work: you found a language bias in a live ranking model, tested it, fixed it and spoke to the hotel owners affected.

“I co-designed the fix with small-hotel owners.”

A stretch

SaferSay you interviewed 14 hotel owners before and after the change.

7 fields mapped2 ready5 need her

From a real Flow plan for a made-up applicant, Clara, and Edinburgh’s Responsible NLP PhD. See the whole plan →

What changed

Anyone can write an application now. Knowing what counts is still rare.

AI made writing free, so selectors now read hundreds of answers that sound the same. What still sets you apart is judgement: whether to apply at all, which of your facts this selector weighs, and saying it the way only you could. That judgement has always sat with a few recruiters, counsellors and alumni. Most people never get near one.

Lead with this

“Lead with the shipped fix and its measured result. Then add the guideline that three teams now use, to show you apply responsibility in practice.”

Flow’s call on Clara’s professional-experience answer: which fact goes first.

Since 2015

Everyone deserves the night talk with a senior.

In 2015, his last year of college, Harshit wrote down what he kept seeing: skilled students “branded as Tier 2 or 3, be it cities or institutes, are left because they have no proper channels.” Not for lack of skill. For lack of someone who would tell them what counts.

He started Flow as a Facebook group to share opportunities and how people got in. Today, Flow is that conversation, built into software.

Selected · Outreachy, at Mozilla
“I get to know about Outreachy program through a group in Facebook: Flow.”
Carolina Jiménez Gómez, selected for an Outreachy internship at Mozilla. On Medium, 23 May 2019 ↗

Picked by hand since 2015

Each one read and checked by a person.

1,100+

opportunities on our site since 2022, each picked by a person.

10,000+

people in the Flow community since 2015

100+

countries our members apply from

How it works

One application, start to send.

1 · Free · 2 minutes

Is this for you?

Add your CV. Flow reads the official page and says if you can apply, what they look for, and where you fit.

apply.withflow.co

2 · One question at a time

What only you know.

Flow says what to lead with, then asks for the facts your CV does not show. Asked once, saved as you go.

apply.withflow.co · her result

Flow asks Clara its first of five questions, about the hardest decision in her review-fairness work, quoting her CV, with Send and Skip

3 · INR 499 · USD 9

Every answer, from your facts.

Drafts built only from what you shared, with [confirm: …] where a fact is missing. Harshit reads every paid plan himself.

apply.withflow.co · sample plan

A first draft on Flow's sample plan: Clara's answers marked, and a confirm mark where a fact is missing

Real screens from apply.withflow.co, October 2026, with Clara’s made-up CV.

Open now

Each one read from its official page.

Apply

NVIDIA Graduate Fellowship 2027–2028

The research proposal and recommendation letters are what NVIDIA weighs most heavily. The award is paid to your university, not to you directly.

Closes 30 Oct · Closes today Is this for me?
ApplyEurope (multiple host institutions)

ELLIS PhD Program 2026: PhDs in machine learning across Europe

Referee requests must go through the portal by 31 Oct too, not after. Ask your two referees this week.

Closes 31 Oct · 1 day left Is this for me?
ApplyIndia (placement varies by department)

Build for Bharat Fellowship 2027, Bharat Digital

A fellowship where you work on real government problems for six months. Past fellows have shipped changes within their first month, and many now work in government or…

Closes 31 Oct · 1 day left Is this for me?
ApplyUnited States (remote, Los Angeles or New York City, depending on track)

2027 Processing Foundation Fellowship

Nominate yourself for the Processing Foundation Fellowship to get $10,000 and eight months to build open-source creative tools with your community. You must be based in…

Closes 1 Nov · 2 days left Is this for me?
See all opportunities →

Live from the list on apply.withflow.co, soonest deadline first.

What Flow will not do

Your name is on it. So the rules are yours.

1

Nothing made up.

A fact Flow does not have stays a gap in your draft, marked for you to fill.

Because both sides of a pair carry the same content, a difference in the model's score points to the translation and not to the review. [confirm: how you measured the score gap between the two sides of a pair].
A first draft on Flow’s sample plan. How she measured it is left for her.

2

You send it.

Flow does not send anything for you. You decide, and you send.

3

Ruled out, told first.

If an eligibility rule rules you out, Flow says so before anything else, and never says “apply”.

4

No writing where AI is not allowed.

If the organiser says no to AI, Flow does not draft for it.

5

Nothing promised.

Flow tells you what counts. The selectors decide.

Harshit Jaiswal speaking under a slide that reads Placement Fellowships for Dark Talent, Flow Community
“Placement Fellowships for Dark Talent”, Cloud Community Day Kolkata 2025, 26 Jul 2025

Who is behind Flow

Harshit Jaiswal

Since 2015 he has worked on how people get selected: as the builder of Flow’s community, a headhunter for startups backed by Y Combinator, Techstars and Accel, and a researcher of what guidance is worth.

About Flow →Harshit’s site ↗

Have an application coming up?

Check my fit, free →

Free to check. INR 499 or USD 9 for the full plan, refunded within 7 days if it doesn’t help.