Open to opportunities

vinay reddy

@vinayreddy

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I’m a prompt engineer and LLM quality analyst skilled in Python and full-stack development.

India

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What I'm looking for

I’m seeking a role where I can use my AI/LLM prompt and data-quality skills while building data-driven applications, with a focus on professional growth, resourceful innovation, and flexibility within a collaborative team.

I build and refine AI-driven outputs by designing, testing, and improving prompts, then evaluating model responses for accuracy, relevance, and consistency. I also review multilingual text and audio through translation and transcription annotation, ensuring labels and validations meet project guidelines.

I strengthen data reliability through image annotation and structured quality control—performing checks on 300+ AI-generated tasks, validating results, identifying errors, and documenting findings for continuous workflow improvement. I’ve also analyzed Large Language Model (LLM) outputs using data validation and quality assessments to support better model performance.

Alongside applied AI work, I develop projects like a CNN-based traffic sign recognition model (achieving 94% classification accuracy) and a Smart Home IoT system using ESP8266 and sensors, improving energy efficiency by 20% with remote monitoring and control.

Experience

Work history, roles, and key accomplishments

LLM Analyst

Innodata

Mar 2026 - Jun 2026 (3 months)

Analyzed and evaluated LLM outputs to ensure accuracy, relevance, and adherence to project guidelines. Conducted data validation and quality assessments, performed prompt-response reviews, and provided feedback to improve AI model output quality.

LLM Output Evaluation Data Validation Quality Assessment Prompt Response Review

Quality Control Analyst

Deccan AI

Feb 2026 - Mar 2026 (1 month)

Performed quality checks and validation on 300+ AI-generated data tasks, annotations, and model outputs to ensure compliance with project standards. Identified errors and inconsistencies, provided corrective feedback, performed workflow testing, and maintained quality documentation and reports.

Quality Control Data Quality Documentation And Reporting

Image Annotation

Imerit Scholars

Nov 2025 - Jan 2026 (2 months)

Labeled and categorized visual data for AI and machine learning image annotation projects. Ensured data quality, followed project guidelines, and completed tasks within deadlines with strong accuracy standards.

Image Annotation Data Quality Assurance

Prompt Engineer

RWS Group

Sep 2025 - Nov 2025 (2 months)

Designed, tested, and refined AI prompts to improve the accuracy, relevance, and consistency of model responses. Evaluated AI outputs, provided optimization feedback, and ensured adherence to project guidelines and quality standards.

Prompt Engineering AI Output Evaluation Model Responses Quality Assurance

Translation & Transcription Annotator

RWS Group

Jul 2025 - Sep 2025 (2 months)

Performed translation and transcription annotation by reviewing, labeling, and validating multilingual text and audio data for AI and language models. Ensured high-quality annotations, guideline compliance, and timely delivery with accuracy and consistency across datasets.

Data Validation