Jahambi Verma
Jammu
Summary
Professional with experience in high-volume annotation and evaluation of LLM-generated responses, focusing on summarization, recasting, and taxonomy classification. Demonstrated ability to participate in scoring projects utilizing Faithfulness, Helpfulness, and Fluency metrics under established guidelines. Skilled in conducting similarity evaluations between incidents and knowledge base articles while generating structured relevance-based comments. Proven track record of identifying linguistic ambiguities and ensuring compliance with guidelines through peer-level feedback and process refinement contributions.
Overview
3
3
years of professional experience
4038
4038
years of post-secondary education
1
1
Certification
Work History
Data Analyst
Techmahindra
Banglore
08.2023 - Current
Performed high-volume annotation and evaluation on tasks involving LLM-generated responses, summarization, recasting, and taxonomy classification.
● Participated in scoring projects using Faithfulness, Helpfulness, and Fluency metrics under CCG guidelines.
● Handled similarity evaluation between incidents and knowledge base (KB) articles; generated structured relevance-based comments.
● Identified linguistic ambiguity and ensured guideline-compliant output.
● Provided peer-level feedback and raised edge cases to Content Leads, contributing to process refinement.
Education
2022 - Advance Computer Diploma
NIELIT
09.2021 - 02.2022
B.Com (honours) - Commerce
Cluster University
Jammu 07.2018 - 04.2021
Higher Secondary
JammuLittle Flower School
JammuSkills
- Natural language processing expertise
- FHF scoring and evaluation
- Structured annotation techniques Summarization and extraction
- LLM response assessment
- Guideline interpretation and analysis
- Text similarity assessment
- Critical thinking and analysis
- Feedback generation and diagnosis
Languages
Hindi
First Language
English
Proficient (C2)
C2
Accomplishments
Best performer awards in multiple quarters in the Labelling tenure.
Consistent positive feedback from CLs for review quality and ownership.
Certification
- Quality Review & Content Evaluation General Tools & Productivity (Recommended for Reviewer/CL Roles)
- Google UX Writing Certification(for better understanding of tone, clarity, intent)
- LinkedIn Learning – Quality Assurance Fundamentals
- Udemy – Proofreading & Review Fundamentals
- Google Workspace Essentials Certification(Free + Recognized)
- Coursera – Project Management for Beginners
- LinkedIn Learning – Team Leadership or Mentorship for Professionals
- Agile Fundamentals or SCRUM Basics (Helpful if managing project workflows later)
- ISG Annual refresher course - Information Security and Data Privacy
Timeline
Data Analyst
Techmahindra
08.2023 - Current
2022 - Advance Computer Diploma
NIELIT
09.2021 - 02.2022
B.Com (honours) - Commerce
Cluster University
07.2018 - 04.2021
Higher Secondary
Little Flower School