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Lakshay Chhabra

Lakshay Chhabra

Post LLM Training Data Annotator and Evaluator

India flagNEW DELHI, India
$10.00/hrIntermediateDon T Disclose

Key Skills

Software

Don't disclose

Top Subject Matter

Large Language Models (LLMs)
AI Agent Evaluation
Prompt Engineering

Top Data Types

TextText
ImageImage
Computer Code ProgrammingComputer Code Programming

Top Task Types

Fine-tuningFine-tuning
ClassificationClassification
Object DetectionObject Detection
RLHFRLHF
Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Text GenerationText Generation
SegmentationSegmentation

Freelancer Overview

I have hands-on experience in data labeling and AI training data development, with a strong focus on improving large language model (LLM) performance through Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF). I have created high-quality annotated datasets that enhance model accuracy, coherence, and alignment with user intent. My work includes designing and evaluating AI agent trajectories to optimize decision-making processes and task completion, ensuring models behave reliably across diverse scenarios. In addition to data annotation, I bring technical expertise in building and managing Docker-based environments for reproducible testing and deployment. I have tested and analyzed GitHub repositories to validate model behavior and integration workflows, and I consistently improve model outputs by refining prompts, feedback loops, and overall training data quality. This combination of annotation precision, technical infrastructure skills, and iterative optimization allows me to contribute effectively to end-to-end AI model development and evaluation.

IntermediateEnglishHindi

Labeling Experience

Post LLM Training Data Annotator and Evaluator

TextFine Tuning
Created and managed high-quality annotated datasets to improve large language model (LLM) performance. Performed supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) on AI models. Designed and evaluated AI agent trajectories to optimize model decision-making and task completion. • Refined prompts and established robust feedback loops for model improvement. • Built reproducible Docker-based testing and deployment environments. • Validated model behavior and integration by testing GitHub repository workflows. • Improved overall LLM response quality through systematic training data enhancement.

Created and managed high-quality annotated datasets to improve large language model (LLM) performance. Performed supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) on AI models. Designed and evaluated AI agent trajectories to optimize model decision-making and task completion. • Refined prompts and established robust feedback loops for model improvement. • Built reproducible Docker-based testing and deployment environments. • Validated model behavior and integration by testing GitHub repository workflows. • Improved overall LLM response quality through systematic training data enhancement.

2026 - Present

Education

D

Darbari Lal D.A.V Model School

High School Diploma, General Studies

High School Diploma
2020 - 2022
D

Darbari Lal D.A.V Model School

Senior Secondary School Certificate, General Studies

Senior Secondary School Certificate
2018 - 2020

Work History

E

ETHARA AI

POST LLM TRAINING

GURUGRAM, HARYANA
2026 - Present