Samidha Verma

Instructor of Artificial Intelligence

https://talent.gravityer.com/samidha-verma

PhD Scholar, Yardi School of Artificial Intelligence, Indian Institute Of Technology, Delhi

New Delhi, Delhi, India

Key Strengths

Demonstrated experience with Python and Jupyter Notebook, essential for AI/ML development and instruction.
Multiple personal projects focused on Graph Neural Networks (GNNs) and explainability (gnn-x-bench, InduCE), indicating a strong interest and foundational knowledge in a specialized AI domain.
Experience with Machine Learning assignments (COL774) and special topics (COL870) suggests academic exposure to core ML concepts.
Projects involving BERT-based classifiers (VaxiBERT_AISoMe2023) show familiarity with modern NLP techniques.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are predominantly academic or personal research-oriented, aligning with the 'Instructor of Artificial Intelligence' role's focus on research and teaching. However, the lack of diverse project types (e.g., industry applications, open-source contributions beyond personal repos) and limited explicit skill declarations suggest a potentially narrow scope of experience. The absence of formal work experience or education details makes a comprehensive cultural fit assessment challenging.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's profile primarily lists technical projects without details on collaboration, problem-solving approaches, or communication styles.

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Projects

Grail

February 23, 2025 – March 7, 2025

Learning to code for graph edit distance

View Project

VaxiBERT_AISoMe2023

September 26, 2023 – September 27, 2023

Code for paper: VaxiBERT: A BERT-Based Classifier for Vaccine Tweets with Multi-Label Annotations

View Project

gnn-x-bench

June 7, 2023 – April 19, 2024

Benchmarking GNN explainers.

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InduCE

May 25, 2023 – May 25, 2023

Inductive Counterfactual Explainer for Graph Neural Networks

View Project

COL870

January 4, 2023 – June 27, 2023

Special Topics in Machine Learning

View Project

COL362_632_Assignment3

February 28, 2022 – March 17, 2022

COL362_632_Assignment3 — GitHub repository

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COL774

August 26, 2021 – October 9, 2021

Machine Learning Assignments

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IRMiDis_Task2

June 13, 2021 – June 20, 2021

IRMiDis_Task2 — GitHub repository

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WestBengalElections2021

April 16, 2021 – May 4, 2021

Data analysis of twitter data

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Seller-Shipping-Dashboard

February 20, 2019 – April 30, 2019

Seller-Shipping-Dashboard — GitHub repository

View Project

Key Strengths

Demonstrated experience with Python and Jupyter Notebook, essential for AI/ML development and instruction.
Multiple personal projects focused on Graph Neural Networks (GNNs) and explainability (gnn-x-bench, InduCE), indicating a strong interest and foundational knowledge in a specialized AI domain.
Experience with Machine Learning assignments (COL774) and special topics (COL870) suggests academic exposure to core ML concepts.
Projects involving BERT-based classifiers (VaxiBERT_AISoMe2023) show familiarity with modern NLP techniques.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Samidha Verma

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit