For data-labeling & RLHF gig workers
Stop losing tasks to rejected work and unclear guidelines.
Handshake is a free resource from Jengara Technologies for people doing AI data annotation, RLHF ranking, and red-teaming work on platforms like Sama, Remotasks, Outlier, and Appen. Practical guides to help you pass quality checks, work faster, and keep your account in good standing.
If any of this sounds familiar...
Tasks keep getting rejected
And it's not always clear why — the guidelines feel vague or change without notice.
Your quality score keeps you out of good batches
Higher-paying task queues stay locked behind a score you don't know how to move.
You're slow because you're second-guessing
Throughput matters for pay, but so does accuracy — and nobody explains how to balance both.
One flagged batch and you're worried about your account
Suspensions and quality holds can end an income stream overnight.
What Handshake gives you
Plain-language guides
Written for the actual work — quality scoring, task types, and common rejection reasons — not generic gig-economy advice.
Checklists you can use today
Step-by-step routines to catch mistakes before you submit, without slowing you down.
Built by a real software team
Handshake is run by Jengara Technologies, a software development company — this isn't an anonymous blog.
Have a question or a topic to suggest?
We're building this out based on what actually helps. Message us on WhatsApp and tell us what you're struggling with.
Chat with us on WhatsApp