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Ritesh KhatarkarRK
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Ritesh Khatarkar

@riteshkhatarkar

AI Trainer and Data Annotator optimizing LLMs with RLHF, prompt engineering, and culturally precise transcription.

India
Message

What I'm looking for

I’m looking for an AI-focused role where I can optimize LLMs via RLHF and prompt engineering, build high-integrity training datasets, and deliver culturally precise Hindi/English transcription and voice training within strict guidelines and clear evaluation frameworks.

I’m a detail-oriented AI Trainer and Data Annotator with a strong focus on linguistic data refinement and Large Language Model (LLM) optimization. I apply RLHF, prompt engineering, and hallucination reduction to generate high-quality training datasets that keep model behavior accurate and reliable.

In my work, I optimize Large Language Models through RLHF by ranking responses for accuracy, safety, and logical flow. I author high-complexity prompts and “gold standard” responses, then conduct rigorous fact-checking and editing to eliminate hallucinations and improve instruction-following.

I also train voice and language systems by producing highly accurate Hindi AI voice datasets and audio transcriptions, including real-time Hindi conversations with strangers. I strictly adhere to technical guidelines and complex project protocols to maintain data integrity and linguistic accuracy across AI platforms, while collaborating effectively in remote workflows.

Experience

Work history, roles, and key accomplishments

LA
Current

AI Voice Trainer

Luel AI

Mar 2026 - Present (3 months)

Generated targeted voice data to train conversational AI systems with an emphasis on tonal accuracy, clarity, and natural pacing. Maintained linguistic quality and followed recording requirements for effective training data.

AP
Current

AI Trainer

Appen

Jan 2026 - Present (5 months)

Evaluated and refined AI-generated responses to enhance the natural language capabilities of advanced models. Performed diverse linguistic tasks using bilingual knowledge to assess contextual accuracy while adhering to project guidelines.

BA
Current

Hindi AI Voice Trainer

Babel Audio

Dec 2025 - Present (6 months)

Generated authentic remote Hindi audio datasets by engaging in real-time conversations with strangers for AI model training. Produced highly accurate Hindi audio transcriptions to support text-to-speech and speech-to-text model refinement while following strict technical guidelines.

Education

Degrees, certifications, and relevant coursework

Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV) logoRR

Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV)

Bachelor of Engineering, Computer Science

Bachelor of Engineering in Computer Science from RGPV, completed in 2010.

SS

Satpura Higher Secondary School

Higher Secondary (Mathematics), Mathematics

Completed Higher Secondary with a focus on Mathematics at Satpura Higher Secondary School in 2006.

Tech stack

Software and tools used professionally

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