Hackathon Portal
AI Tinkerers - Abu Dhabi
Team

Human In The Loop

Project Concept

TL;DR: AI agents that facilitate breakthrough conversations FOR humans.

using 2-3 voice agents

solve any problems any humans face


The name Human in the Loop reflects the fact that
1) breakthrough always starts with the person - sharing their situation, goals, or dilemma - while the AI agents operate autonomously around that input.
The agents explore, probe, and challenge your thinking, BUTTT you remain the source, the driver, and the beneficiary of the insight.

The loop exists because your input changes the agents’ direction, and their output changes your thinking.

The Problem

Important conversations stall because we can’t see past our own perspective.
We need breakthrough dialogue but lack access to skilled facilitation.

Our Solution

Two AI agents collaborate as your thinking partners:

The Guide (warm voice) - Expands your thinking, asks clarifying questions, creates safety
The Challenger (sharp voice) - Refines your view, surfaces blind spots, pushes for action

Good cop, bad cop—both working to help you see what you couldn’t see alone.

How You Can Contribute

Coding: Real-time voice processing, agent orchestration logic, UI improvements, document generation
Ideas: New use cases, techniques to encode, testing & feedback
Expertise: managers (validate impact)
We prioritize working demo over perfect architecture—plenty to optimize once concept is proven.

Use Cases

  • Career Decisions: Stuck between two offers? Guide explores your values, Challenger questions your assumptions. Leave with clarity.
  • Team Conflicts: Two colleagues at impasse. Guide creates safety, Challenger names what’s unspoken. Resolution in minutes.
  • Strategic Planning: Leadership going in circles. Agents surface the real disagreement hiding beneath surface debates.

Goals

Facilitate breakthrough conversations where you leave realizing something important.
Make world-class coaching accessible to everyone.

Tech:

ElevenLabs voices + simple orchestration. Not fancy, but functional.

Entry

Status: Submitted

Last saved: December 11 at 9:41 PM +04

Team Roster

Message board not available for this team yet.

Khuyen Bui Team Lead RSVP Approved

Founder at Enriching.world
Founding idea , forming team, presentation. Testing with Bolt
I bridge technical systems and human mindset change. CS/Philosophy from Tufts, 7+ years building communities & coaching leaders across Vietnam, Singapore, US, UK, and Dubai. Authora book on identity change, PhD research in innovation in London (paused), now building AI tools that scale breakthrough conversations. I've facilitated 100+ gatherings for high-agency folks and seen firsthand how great facilitation unlocks collective intelligence—and how rare it is.
Most curious: Partnership & GTM strategy for emerging AI technologies. Specifically interested in how voice AI can bridge the gap between technical capability and human adoption- facilitating great conversations Looking to connect with others exploring enterprise applications of conversational agents.
Breakthrough Conversations (Hackathon project) - Multi-agent system where AI facilitators with distinct roles collaborate to guide live conversations. Combining my facilitation expertise with voice AI to make breakthrough dialogue scalable.

Peter Bobov RSVP Approved

AI Automation Product Manager at Yango
ElevenLab integration, Claude Code superuser
AI Automation Product Manager at Yango, building intelligent systems that transform recruitment processes. Currently leading AI initiatives that save thousands of hours monthly across 500+ users, working toward automating 80% of recruiter workload. Previously served as Head of Rider Products at Yango for nearly 4 years, leading product teams across 3 continents and 20+ countries. Drove the transformation from a ride-hailing service to a comprehensive superapp integrating transportation, logistics, and e-commerce. Former Associate Product Marketing Manager at Google, where I developed growth strategies for Google Search and established marketing partnerships with major OEMs including Samsung and Xiaomi. Passionate about leveraging disruptive technology to build great products.
• Networking & Community Connecting with builders, founders, and product people who ship fast and learn constantly. • AI & Voice Technology Exploring cutting-edge applications of voice AI, LLMs, and automation in real-world products. • Hands-On Builders Meeting engineers, designers, and makers who prototype ideas and aren't afraid to get their hands dirty. • Emerging Tech in MENA Understanding the regional tech ecosystem and connecting with innovators building for this market.
Building an AI recruiting agent that automates the entire hiring workflow — sourcing candidates, screening applications, managing communications, and providing match analysis. Freeing recruiters to focus on what matters: building genuine connections with candidates.

Kata Sik RSVP Waitlisted

Senior Data Scientist at GoStudent
Founding, Llama integration , browser integration, video making
PhD in Experimental Psychology with 8 years of experience applying machine learning and advanced experimentation frameworks that drive customer experience and growth decisions. Led A/B testing, segmentation strategy, AI-impact measurement, and lifetime-value optimization across products in high-growth scale-up and unicorn-stage companies, embedding a company-wide experimentation culture across marketing, CRM, product, and sales. Hands-on experience with Python (scikit-learn, pandas, statsmodels), SQL, and dashboarding tools, with a strong foundation in causal inference, uplift modeling, and statistical experimentation.
Statistics, Econometrics, Financial Analyses
Outside of my day job I’ve built an automated trading agent that connects to a trading platform, ingests and stores OHLCV data and financial indicators in a local database, runs a back-tested strategy, and executes orders optimizing for book depth and slippage. I use it for running the bot with real capital. It has been running for 2 weeks and executed 2 trades so far (with 5% and 10% gains, aligning with backtest results).