Manav Kumbhare

Data Annotator Freelancer

Innodata Inc.

Nov 2025 - Current (10 months)

As a Data Annotator at Innodata, I annotate, review, and validate large datasets to support Al and machine-learning model training. I follow detailed project guidelines to ensure accuracy, consistency, and high-quality labeling across text, images, and other data types. I also identify errors, maintain data integrity, and help improve model performance through precise and reliable annotations.

Prompt Engineer Freelancer

Soul AI

Jul 2025 - Current (1 year 2 months)

As a Prompt Engineer at Soul Al, I evaluate and refine prompts to ensure the Al produces accurate, high-quality responses. I review complex prompts, check whether outputs follow the required rubrics, provide corrected or improved responses, and apply RLHF techniques to enhance model behavior. My work helps improve the model's clarity, consistency, and alignment with user needs.

Al Trainer (Coding Expert)

Outlier AI

Sep 2024 - May 2025 (9 months)

As an Al Trainer and Coding Expert at Outlier Al, I evaluate and refine model-generated code to improve its accuracy and reliability. My work includes reviewing prompts, identifying errors in logic or syntax, creating correct reference solutions, and applying RLHF techniques to guide the model toward better coding practices. Through this, I help strengthen the model's technical performance and problem-solving ability.

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Data Analyst Trainee

Scanzar Outsourcing Private Limited

Jan 2022 - May 2022 (5 months)

As a Data Analyst Trainee at Scanzar Outsourcing Private Limited, I supported senior analysts by collecting, cleaning, and preparing data for analysis. I assisted in writing SQL queries, performing basic data exploration, and creating simple visualizations to highlight key trends. I also helped evaluate marketing and business performance data, contributing to actionable insights and process improvements. This role strengthened my core skills in data handling, statistical analysis, and practical problem-solving.

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