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M
Manish K.

Manish K.

AI Data Analyst - LLM Evaluation & Annotation Specialist

India flagGurugram, India

Key Skills

Software

LabelboxLabelbox
CVATCVAT

Top Subject Matter

LLM evaluation
AI model safety
Annotation

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

RLHFRLHF
ClassificationClassification
SegmentationSegmentation
Question AnsweringQuestion Answering
Object DetectionObject Detection
Text GenerationText Generation
Text SummarizationText Summarization
Fine-tuningFine-tuning
Red TeamingRed Teaming
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating

Freelancer Overview

AI Data Analyst - LLM Evaluation & Annotation Specialist. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox and CVAT. Education includes Bachelor of Technology, Punjab Technical University (2013). AI-training focus includes data types such as Image, Text and labeling workflows including RLHF.

Labeling Experience

Labelbox

AI Data Analyst - LLM Evaluation & Annotation Specialist

LabelboxLabelboxTextTextRLHFRLHF

As an AI Data Analyst & LLM Evaluation Specialist at Scale AI, I contributed to LLM training, optimization, and evaluation using advanced annotation tools. I performed response evaluation, bias detection, and dataset quality assurance to enhance model accuracy and safety. My work included structured human feedback workflows to fine-tune and validate AI models for real-world deployments. • Conducted LLM response ranking and evaluation using rubric-based methods • Used Labelbox and CVAT for annotation of text and 2D/3D sensor data • Responsible for bias/safety detection and hallucination identification in AI-generated outputs • Performed dataset quality analysis and optimization for AI model improvement

2024 - Present

AI Red Teaming

TextTextRed TeamingRed Teaming

Test for harmful outputs, including unethical, biased, or restricted content generation. Meet regulatory standards regarding AI security and safety.

2025 - 2025

Fine Tuning

ImageImageFine-tuningFine-tuning

Fine Tuning

2023 - 2025

Evaluation Rating

ImageImageEvaluation/RatingEvaluation/Rating

Evaluation Rating

2022 - 2025

Image Classification

ImageImageClassificationClassification

Image Classification

2022 - 2025

Education

P

Punjab Technical University

Bachelor of Technology, Technology

Bachelor of Technology
2013 - 2013

Work History

F

Freelance

Freelance Editor, Script Writer & Researcher

N/A
2020 - Present
S

Scale AI

AI DATA ANALYST - LLM EVALUATION & ANNOTATION SPECIALIST

Gurugram
2024 - 2026