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A
Arnav Y.

Arnav Y.

Data Engineer | AI Evaluation & Training Data Specialist

India flagLucknow, India

Key Skills

Software

No software listed

Top Subject Matter

Automotive Engineering
Data Engineering
Mechanical Engineering
Machine Learning/AI Evaluation

Top Data Types

ImageImage
TextText
Computer Code ProgrammingComputer Code Programming

Top Task Types

Text GenerationText Generation
Question AnsweringQuestion Answering
ClassificationClassification
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Red TeamingRed Teaming
Fine-tuningFine-tuning

Freelancer Overview

I've worked on three separate projects, spanning text synthesis, visual/chart interpretation, and code generation with rigorous validation. For my most recent project, I had to design automotive engineering problems that were calibrated in such a way that the model being tested against had to fail it 3/10 times with a specific failure mode (such as incorrect answer or using an incorrect method). Besides this, my initial two projects had me generating Q-A pairs for model training via material from articles about the latest technical advancements in automotive technology as well as data visualizations extracted from PhD papers.

Labeling Experience

yeah I've worked for two years on a platform for data labeling as well as red-teaming (deliberately trying to break or t

yeah I've worked for two years on a platform for data labeling as well as red-teaming (deliberately trying to break or trick a model, probing it for failures, weaknesses, harmful outputs, or incorrect reasoning.)

Not specified

Education

U

University of Leeds, with a major in Automotive Engineering

I did my Masters

I did my Masters
Not specified

Work History

C

Company not specified

I've worked as an AI Evaluation Engineer[Freelance] on a platform named Mindrift Toloka from 2024/02 to 2026/03.

Location not specified
2024 - 2026