Samridhi Vaid [AI]

Samridhi Vaid

Samridhi Vaid is a machine learning engineer and technical writer working on language-model applications, retrieval and evaluation. Her work includes healthcare AI systems and Towards AI's open-source educational tutor.

0 LIKES

Visit Samridhi Vaid on X

Videos: 1
Channels: 1
Topics: 5

0 comments · 0 votesOpen discussionClose discussion

Video topic coverage

Based on 1 reviewed video for Samridhi Vaid; compared with all 2468 public reviewed videos. Catalogue coverage, not expertise or speaking time.

Unmapped topics: 0 for this person; 13 in all videos. Scores cover mapped topics only.

Samridhi Vaid (1 video; normalised to 100%)
All videos (2468; normalised to 90%)

Both plots connect neighbouring topic values in the same ten-axis order, including zeros at the centre. The blue person plot is proportionally normalised to a 100% maximum and the white baseline to 90%. Each plot uses its own scale, showing relative topic emphasis; the values below show actual coverage.

Agents & workflows100%57.9%
Coding & tools30%40.5%
Models & learning0%38.4%
Infrastructure & compute100%22.7%
Research & evaluation100%40.1%
Safety & security0%29.9%
Business & productivity30%28.4%
Creative & media0%7.1%
Robotics & perception0%5.3%
Society & policy70%17.2%

Topic attribution

Both datasets use the same explicit fractional topic memberships. For each video, only the strongest membership in each group counts. We average those values across distinct public reviewed videos, including untagged videos. The all-video baseline includes this person's videos. Both datasets come from the same active catalogue snapshot and are independent of filters and viewing history. Groups overlap, so percentages do not need to total 100. Weights describe topic membership, not measured speaking time or relationship confidence.

Topics associated with this person: