iMerit Scholars

REAL-WORLD DATA

Domain experts with advanced cognitive skills providing essential high-level human input for Generative AI foundation-model development, tuning and customization.

TALK TO AN EXPERT

Worlds Leading Brands Trust iMerit

microsoft
ebay
nuro
tripadvisor
Autodesk
Reactive Reality
american-ancestors
Bill.com
sentera
orbital-insight

WHAT ARE SCHOLARS?

EXPERTS IN THE LOOP

iMerit Scholars is an elite program designed to integrate highly skilled domain experts from specialized fields directly into the development lifecycle of advanced AI systems, particularly Generative AI foundation models. Unlike crowd-sourced annotation solutions, Scholars is made of a select team with deep domain knowledge, high-level cognitive abilities and an ideal mindset to impart specialized knowledge to AI models.

 

Achieve the Last Mile of AI Specialization

  • Domain-Specific Supervised Fine Tuning
  • Prompt & Response Creation
  • Reinforcement Learning from Human Feedback (RLHF)
  • Direct Preference Optimization (DPO)
  • Model Evaluation and Correction
  • Chain of Thought Reasoning
  • Alignment and Bias Mitigation

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SOFTWARE DELIVERED SERVICES

DEEP REASONING LAB

Ango Deep Reasoning Lab (DRL) is iMerit’s integrated multimodal platform that combines flexible workflows with intuitive interfaces for last mile model tuning by Scholars. It powers live collaboration between AI models and subject experts, fostering step-by-step tuning and alignment.

IMPROVING MODEL SPECIALIZATION

    • Ambient Scribe: combination of technology and medical doctors evaluate and train AI models on the speech to text and summarization of conversations between clinicians and patients for the creation of automated clinical notes.
    • Mathematical Problem Solving: mathematicians train foundation models using their knowledge and skills to analyze and provide step-by-step instructions for how to solve math problems.
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"We needed a partner who could create a robust and diverse corpus to improve the reasoning capabilities and accuracy of our models"

Director, Data Science & AI

WHAT SETS iMERIT

EXPERTS APART?

TEAMWORK VS TASKWORK

The program is not gig-style labeling. Scholars collaborate, provide reasoning, and work through iterative feedback cycles.

COGNITIVE EXCELLENCE

Scholars bring both deep expertise and high-level reasoning to help shape AI beyond surface-level input.

SCALE & FLEXIBILITY

The program attracts top talent globally, leveraging diverse insights while scaling to meet growing GenAI demands.

GENERATIVE AI

FINE TUNING WITH EXPERTS

Leverage domain specific experts to evaluate model outputs and provide data inputs for improved model precision.

WHERE EXPERTS MAKE A DIFFERENCE

  1. Red Teaming: Teasing your model with inappropriate and malicious prompts to verify its guardrails.
  2. Prompt & Response Pairs: Create clean prompt and response pairs to expand your corpus and strengthen the models expertise.
  3. Model Evaluation & Comparison: Evaluating model outputs based on specific criteria to optimize model selection.

USE CASES

iMerit Scholars are educated at the graduate level or higher, frequently multilingual or with multi-domain capabilities, and are invited based on their deep experience in specialized fields. They are experts in fields such as medicine, STEM, computer science, psychology, linguistics, and the humanities. These Scholars are instrumental in the fine-tuning, safety training, and problem-solving needed for next-generation AI performance.

MATHEMATICIAN

Develops and evaluates structured reasoning chains to help AI solve complex math and logic problems accurately.

MEDICAL DOCTOR

Oversees and refines AI outputs in healthcare settings, particularly in medical transcription, diagnostic support, and clinical documentation. 

LINGUIST

Trains and assesses AI on language structure, semantics, and PII detection to improve linguistic accuracy and privacy safeguards.

LANGUAGE EXPERT

Ensures accuracy and cultural fluency in AI-generated multilingual content across a wide range of languages and dialects.

CREATIVE WRITER

Fine-tunes AI to produce engaging stories; emphasizes creativity, emotional resonance, and audience alignment.

LEGAL EXPERT

Trains AI on regulatory frameworks, legal document summarization, and ethical use; ensures outputs adhere to legal standards and ethical constraints.

CASE STUDY

Creating “Reasoning” Data for LLM Training

GLOBAL CONSUMER TECH COMPANY

Partnered with iMerit to create a diverse set of prompt-response pairs across various domains to improve LLM accuracy

iMerit provided 80 experts on topics of applied mathematics, law, biology, linguistics, philosophy, journalism, world affairs, and economics.

This resulted in very high accuracy and efficiency, allowing iMerit to deliver high-quality data LLM training data with step by step reasoning, desired domain coverage and high relevance. By setting a new standard in Al deployment, iMerit ensured the client’s LLMs were robust, reliable, and ready for diverse applications in the global market.

30

+

TYPES OF REASONING

5000

+

CLASSIFICATION

2000

TASKS

Read Case Study

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"What truly sets the Scholars Program apart for me is the strong sense of connection. I had meaningful interactions not only with teammates but also with my fellow team leads and the iMerit team. It’s been one of the most positive and enriching experiences I’ve had in this field, strengthening both my skills and my confidence."

BECOME A SCHOLAR

HELP SHAPE THE FUTURE OF AI

If you’re a domain expert ready to make a meaningful impact on the world’s most advanced AI systems, the iMerit Scholars Program is your opportunity to lead from the front. Collaborate with global peers, use cutting-edge tools like the Ango Deep Reasoning Lab, and apply your expertise to train and refine high-stakes Generative AI models. Enjoy flexible work, competitive compensation, and the chance to solve real-world challenges with purpose and precision.

JOIN KNOWLEDGE COMMUNITY

Collaborate with a global network of experts who value deep thinking, shared learning, and purposeful impact.

CUTTING EDGE TECHNOLOGY

Work hands-on with advanced tools like the Ango Deep Reasoning Lab to shape the future of AI.

SOLVE REAL WORLD PROBLEMS

Apply your expertise to help train AI models that tackle complex, high-stakes challenges across industries.

Apply Today

Getting
Started!

The need for speed in high-quality data annotation has never been greater. iMerit combines the best of predictive and automated annotation technology with world-class data annotation and subject matter experts to deliver the data you need to get to production, fast.

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