I will provide expert rlhf and sft data annotation for ai training

Train Your LLM with Engineer-Level Precision

Advanced AI needs more than basic data labeling. It needs structured human judgment backed by real technical understanding.

I am a former Senior Software Engineer with 5+ years of experience in Automotive Embedded and ADAS systems, now specializing in AI data and Human-in-the-Loop workflows. I help improve model accuracy, safety, and reasoning by aligning AI outputs with real human intent and edge-case logic.

What I Offer

RLHF and SFT

Ranking, rewriting, and refining model responses for correctness, tone, safety, and alignment.

Red Teaming and Adversarial Testing

Identifying hallucinations, bias, edge cases, and safety gaps through structured stress testing.

Ground Truth and Golden Dataset Creation

Building reliable reference data for validation, fact checking, and evaluation.

Multimodal Annotation and Evaluation

High-quality image, audio, and video annotation for computer vision, speech, and multimodal models.

Multilingual Annotation

Native Kannada and Hindi, with advanced professional English for culturally accurate data.