vipin govind
@vipingovind1
Earth sciences PhD researcher and LLM response evaluator delivering rigorous, rubric-based quality assurance.
IndiaWhat I'm looking for
I’m an Earth Sciences PhD researcher with 7+ years of quantitative analysis, scientific reasoning, and guideline-based quality assurance. I combine domain expertise in geochemistry and paleoclimatology with structured evaluation habits that prioritize accuracy, relevance, and clarity.
In my AI training work, I evaluate LLM responses using structured rubrics—assessing accuracy, relevance, instruction-following, clarity, and safety—and I write concise justifications for every decision. I also run ranking and comparison tasks across multi-response outputs, stress-test models with multi-step STEM prompts, and generate image-grounded question-answer pairs in both English and native Malayalam to ensure linguistic accuracy and naturalness.
My research experience includes coordinating paleoenvironmental analysis workflows for marine sediment cores and standardizing data quality procedures across disciplines. I’ve supervised graduate research, used high-precision analytical protocols (ICP-MS, IRMS, TIMS, XRD), delivered rigorous QC documentation, and authored a peer-reviewed publication, while building Python-based numerical models and statistical pipelines for multi-proxy geochemical datasets.
Experience
Work history, roles, and key accomplishments
Project Associate II
National Centre for Earth Science Studies
Aug 2024 - Present (1 year 11 months)
Coordinated paleoenvironmental analysis workflows on marine sediment cores and integrated outputs into interpretable scientific reports. Standardized data quality procedures with QA/QC rigor aligned to AI annotation QA.
LLM Response Evaluator / AI Trainer
Invisible Technologies
Jan 2023 - Present (3 years 6 months)
Evaluated LLM-generated responses using structured rubrics for accuracy, relevance, instruction-following, clarity, and safety, and provided concise written justifications. Performed ranking/comparison across multiple responses to generate preference data for model fine-tuning.
Evaluated LLM-generated responses using structured rubrics for accuracy, relevance, instruction-following, clarity, and safety, and provided concise written justifications. Performed ranking/comparison across multiple responses to generate preference data for model fine-tuning.
Senior Research Fellow
Pondicherry University
Jan 2022 - May 2024 (2 years 4 months)
Supervised a 5-person graduate research team by designing experimental workflows and validating outputs against published benchmarks. Implemented high-precision geochemical analytical protocols with rigorous statistical validation and QC documentation.
Subject Matter Expert
Myvaathi EdTec
Jan 2022 - Jan 2023 (1 year)
Authored 2,000+ multiple-choice questions with structured, step-by-step explanations using LLM-assisted workflows, with QA checks for accuracy and curriculum alignment. Produced feedback at scale under quality constraints.
Delivered precise, well-structured written solutions to complex academic questions under strict time and quality constraints. Applied domain expertise to evaluate problem statements and produce rubric-aligned answers.
Junior Research Fellow
Pondicherry University
Jan 2017 - Dec 2021 (4 years 11 months)
Administered a government-funded project with financial compliance and multi-institution coordination over a five-year duration. Built Python-based numerical models and statistical pipelines for multi-proxy geochemical datasets and produced technical progress reports.
Research Intern
Indian Institute of Science
May 2015 - Jul 2015 (2 months)
Conducted petrographic analysis and electron microprobe (EPMA) mineral chemistry studies under established accuracy protocols. Supported geochemistry characterization work with documented measurement rigor.
Education
Degrees, certifications, and relevant coursework
Pondicherry University
Doctor of Philosophy (PhD), Earth Sciences (Biogeochemistry)
PhD in Earth Sciences (Biogeochemistry); thesis submitted in May 2024.
Pondicherry University
Integrated Master's, Applied Geology
Integrated Master's in Applied Geology completed in June 2016.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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