Averi Ghosh
New Delhi
Summary
Senior Research and AI Content Analyst with 8+ years of hands-on experience in Secondary Research. Adept at AI Overview evaluation, Generative AI tools, Prompt engineering fundamentals and Ontology modeling. Seeking to leverage these analytical strengths and contribute to an organization that values innovation, collaboration, and aligns with my skill set for mutual growth.
Overview
9
9
years of professional experience
2
2
Certifications
2
2
Languages
Work History
Ontologist
Highspring India (formerly Vaco Binary Semantics, LLP)
09.2025 - Current
- Design, create, and deprecate technical Schemas (structured data blueprints) across domains including People, Sports, Vehicles, Business, Film, and TV.
- Develop formal Ontologies to specify relationships and meanings within the Knowledge Graph, ensuring unstructured data is stored in an accessible, structured manner.
- Utilize internal tools such as SC Studio, Critique, Cider, and Knowledge Graph Editor for data modeling and mapping (Trix).
- Manage client interactions and work updates through Buganizer.
- Leadership & Training: Lead training modules for new joiners on KG and Hume modules; create assignments, conduct VIVA sessions, and document progress via Minutes of Meetings (MOM).
Senior Research & AI Content Analyst
Highspring India (formerly VACO Binary Semantics LLP)
01.2017 - Current
- With 8+ years of experience in operations and secondary research, I’ve been leading efforts across two core projects — one focused on secondary research and data validation, and another on Gen AIs content analysis.
- In these roles, I ensure content accuracy, cultural relevance, and quality across English and Bengali, while also building actionable Power BI dashboards to support team insights. I’ve helped train AI systems on sensitive topics and contributed to product safety through rigorous evaluation frameworks.
- Co-assisted and led a team of 10+, mentored new joiners, led candidate interviews as a panelist and improved workflows through QA and process enhancements across cross-functional teams.
- Developed compelling headlines and meta tags, leading to higher click-through rates for web pages.
- Collaborated with cross-functional teams to develop cohesive marketing strategies, resulting in increased brand awareness.
Education
B.Tech/B.E. - Electronics/Telecommunication
GIRIJANANDA CHOWDHURY INSTITUTE OF MANAGEMENT AND TECHNOLOGY
01.2016
XIIth - Assam, English
01.2011
Xth - Assam, English
01.2009
Skills
- Secondary Research, MS Office, Generative Ai Tools, Conducting Interviews, Mentoring
- Data Modeling: Ontology and Schema Design, Taxonomy Construction, Mapping Trix
- AI & Research: Prompt Engineering, Gen AI Evaluation, Secondary Research, Fact Curation
- Tools: Buganizer, SC Studio, Critique, Cider, Knowledge Graph Editor, Power BI, Looker Studio, G-Suits
- Leadership: Team Mentoring, Training & Development, Quality Auditing, Interviewing
Certification
Power BI for Beginners - SimpliLearn
Interests
Reading Fictional Novels, Culinary Exploration, Pinterest-Inspired Fashion Styling
Timeline
Ontologist
Highspring India (formerly Vaco Binary Semantics, LLP)
09.2025 - Current
Senior Research & AI Content Analyst
Highspring India (formerly VACO Binary Semantics LLP)
01.2017 - Current
XIIth - Assam, English
Xth - Assam, English
B.Tech/B.E. - Electronics/Telecommunication
GIRIJANANDA CHOWDHURY INSTITUTE OF MANAGEMENT AND TECHNOLOGY
SOCIAL LINKS
https://www.linkedin.com/in/averighosh/
HOBBIES
Reading Fictional Novels, Culinary Exploration, Pinterest-Inspired Fashion Styling
Additional Details
My Digital Footprint
https://github.com/codewithaveri
Cross-Functional Projects
In addition to my core project work, I have contributed to several ad hoc projects related to content moderation or strategy, trust and
safety. I also have worked on merchant verification projects, assessing business authenticity and legitimacy.