Developer Relations
at Prolific

GitHub Open-Source Repos

Public examples, demos, templates, and developer-facing workflows.

• Post-training with Prolific

  Reference workflow showing how to use Prolific with Tinker to collect human feedback for post-training pipelines, including SFT and DPO.

  🔗 GitHub repo

• Prolific Smart Glasses POV Video Collection

  Video collection workflow for embodied AI and POV data collection.

  🔗 GitHub repo

• CLI contributed

  Developer and agentic tooling and setup path for working with Prolific from the command line.

  🔗 GitHub repo

• Skills contributed

  Developer tooling for using Prolific through Skills, a portable format for packaging repeatable agentic coding and task automation workflows.

  🔗 GitHub repo

• Free Text Collection

  AI Task Builder template for collecting open-ended text responses.

  🔗 GitHub repo

• Image Collection contributed

  AI Task Builder template for collecting image responses.

  🔗 GitHub repo

• RLHF Data Collection Pipeline

  Pipeline for collecting human feedback and preference data.

  🔗 GitHub repo

• Prolific Secured External URL

  Demo showing how to send Prolific participants to an external data collection platform securely, while preserving participant validation and study control.

  🔗 GitHub repo

• Prolific External Study Link

  Getting-started guide for running Prolific studies on external tools, so researchers can collect data outside Prolific while still recruiting Prolific participants.

  🔗 GitHub repo

• Prolific's AI Task Builder

  Introductory guide for using Prolific's AI Task Builder feature.

  🔗 GitHub repo

• Prolific Survey

  Getting-started survey template for collecting structured responses from Prolific participants.

  🔗 GitHub repo

• Prolific OSS organization README

  Created the GitHub organization description README for Prolific's open-source presence.

  🔗 GitHub org

• Among Bots demo

  🔗 Deliberate Labs is a social research platform from Google DeepMind's PAIR Lab. I ran an Among Bots game as a live demo for research scientists, where Prolific participants tried to detect the LLM and showcased how human participants can power interactive social research experiences.

Videos

Videos were handled end-to-end: scripting, filming, editing, and publishing.

• How to Post-Train an LLM: SFT, DPO, Human Feedback with Prolific

  Technical walkthrough connecting supervised fine-tuning, preference optimization, and human feedback workflows to Prolific.

  🔗 YouTube

• How to Install Prolific's CLI Using GitHub

  Setup-oriented developer tutorial for getting started with Prolific's command-line tooling.

  🔗 YouTube

• Collect real first-person video data for AI using Prolific

  Video walkthrough for collecting first-person video data for AI workflows with Prolific.

  🔗 LinkedIn

Podcast

• Can Digital Twins Evaluate Agentic AI?

  Conversation with Dr. Dakuo Wang on digital twins, agentic AI, and evaluation.

  🔗 YouTube

• Humans as AI Managers: Our Evolving Role in the Era of Experience

  Conversation with Dr. Bo Wen on how human roles shift as AI systems become more capable and experience-driven.

  🔗 LinkedIn

Blog Posts

• When does autoresearch need a human? co-authored

  Explores when automated research workflows still need human judgment, oversight, and evaluation.

  🔗 Hugging Face

• How the best AI teams evaluate at speed: Lessons from Microsoft, Amazon, and Braintrust

  Recap and synthesis of how AI teams approach evaluation workflows at speed.

  🔗 Prolific

• Your AI agent is optimized to finish. That's not always what you need co-authored

  Argues for human judgment and task design when agents optimize for completion over quality.

  🔗 HumanX

Meetups

End-to-end: logistics, speaker outreach, marketing, hosting, and GTM lead handoff.

• Operationalizing Agents | Prolific x AI Circle

  Featuring researchers from Google Research, Google DeepMind, and Snowflake.

  📍 San Francisco · 🗓️ May 2026 · 🔗 Luma

• Frontier Evals | Prolific x AI Circle

  Featuring researchers from Amazon, Braintrust, and Microsoft.

  📍 Seattle · 🗓️ May 2026 · 🔗 Luma

• Frontier Evals | Prolific x AI Circle

  Featuring researchers from Google DeepMind, Cohere, and LinkedIn.

  📍 New York · 🗓️ Mar 2026 · 🔗 Luma

• What 25,000 Humans Really Think About AI | Prolific

  Featuring researchers from Prolific.

  📍 San Francisco · 🗓️ Dec 2025 · 🔗 Luma

• Beyond the Benchmark | Prolific

  Featuring researchers from Inflection AI.

  📍 San Francisco · 🗓️ Nov 2025 · 🔗 Luma

• Researchers Building Real-World AI Tooling | Prolific

  Featuring researchers from Prolific, USF, and Stanford.

  📍 San Francisco · 🗓️ Sep 2025 · 🔗 Luma

• Strategic dinner events

  Relationship-building dinners for AI and research audiences.

  📍 San Francisco, New York, Seattle · 🗓️ 2025 - 2026

Conferences

Lead conferences included logistics, contract, marketing, booth, and GTM lead handoff.

Lead

• AI Developer Conference by DeepLearning.AI

  📍 San Francisco · 🗓️ Apr 2026 · 🔗 LinkedIn

• AI Developer Conference by DeepLearning.AI

  📍 New York · 🗓️ Nov 2025

Support

• AI Engineer World's Fair

  📍 San Francisco
  🗓️ Jul 2026

• London Tech Week

  📍 London
  🗓️ Jun 2026

• ICLR

  📍 Rio de Janeiro
  🗓️ Apr 2026

• Human X

  📍 San Francisco
  🗓️ Apr 2026

• AI Engine Summer Hack

  📍 London
  🗓️ Aug 2025

Hackathons

• UC Berkeley EMBA students x USF MSDS students

  📍 San Francisco · 🗓️ Jun 2026 · 🔗 LinkedIn

• Memories.ai Hackathon partnership

  📍 London & San Francisco · 🗓️ Sep - Oct 2025 · 🔗 London Luma · San Francisco Luma

Guest Speaker Engagements Representing Prolific

• AJCU Provosts AI Leadership Summit

  📍 San Francisco · 🗓️ Jun 2026 · 🔗 USF

• USF Alumni Panel at the Data Science Conference

  📍 San Francisco · 🗓️ Jun 2026

• PyLadies SF

  📍 San Francisco · 🗓️ Apr 2026 · 🔗 Luma

• Write the Docs Bay Area

  📍 San Francisco · 🗓️ Jan 2026 · 🔗 Luma

• Data Science Speaker Series

  📍 San Francisco · 🗓️ Sep 2025 · 🔗 Meetup · YouTube

• MSRI-UP Alumni Panel at the Simons Laufer Mathematical Sciences Institute UC Berkeley

  📍 Berkeley · 🗓️ Jul 2025

Misc

• Internal enablement

  Led internal AI education and enablement, teaching teams core AI concepts, how to demo Prolific, and how to position it within post-training, evals, and modern AI workflows.

• Audience growth

  Supported audience growth across Prolific's community channels, including Luma 0 → ~2k followers and LinkedIn 39k → 175k.

• Swag support

  Managed event swag and co-created audience-aware stickers with our graphic designer, including concepts for AI evals engineers and developers building with APIs.