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Amit Kumar

@amitkumar57

AI trainer and data labeller focused on quality for LLMs and science.

India
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What I'm looking for

I’m looking for opportunities where I can improve LLM outputs through high-quality annotation and evaluation, using my prompt engineering and science domain expertise to enhance accuracy, consistency, and reasoning quality in real training pipelines.

I’m a motivated BS-MS student in physical sciences at IISER Bhopal, researching high-entropy-alloy superconductors, and I’m driven by the goal of understanding quantum phenomena in complex materials. I bring hands-on experience in synthesis and characterization, using XRD, SEM/EDS, four-probe resistivity, and SQUID magnetometry to connect structure and properties.

Alongside my research, I’ve worked as an Experienced AI trainer and data labeller with hands-on experience at Outlier, Mindrift, and Invisible AI (remote/freelance). I perform prompt engineering, RLHF annotation, and response ranking, and I contribute to high-quality training data through text classification, named entity recognition (NER), and instruction-following evaluation—using my physical science background to improve accuracy and coherence.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Indian Institute of Science Education and Research Bhopal logoIB

Indian Institute of Science Education and Research Bhopal

BS-MS (Natural Science), Physical Science

2021 - 2026

Grade: CPI: 7.2/10

BS-MS student in Physical Science at IISER Bhopal, researching high-entropy-alloy superconductors. Conducts hands-on synthesis and characterization using XRD, SEM/EDS, four-probe resistivity, and SQUID magnetometry.

SN

S.S.P. High School, Narahiya

Higher Secondary, General Education

2018 - 2020

Grade: 73.6%

Completed Higher Secondary education at S.S.P. High School, Narahiya, Madhubani, Bihar with 73.6% from 2018 to 2020.

SN

S.S.P. High School, Narahiya

High School, General Education

2016 - 2018

Grade: 80.20%

Completed High School education at S.S.P. High School, Narahiya, Madhubani, Bihar with 80.20% from 2016 to 2018.

Tech stack

Software and tools used professionally

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