Ashish T.

Key Skills

Software

Don't disclose

Top Subject Matter

Real-time misinformation and disinformation detection

news source credibility assessment (ML/NLP).

Top Data Types

Text

Top Task Types

Entity (NER) Classification

Freelancer Overview

Real-time Misinformation and Disinformation Detection and Source Attribution in Dynamic News Feeds (project).. Core strengths include Don't disclose. Education includes Master of Science, [College Name] and Bachelor of Science, [College Name]. AI-training focus includes data types such as Text and labeling workflows including Entity (NER) Classification.

Labeling Experience

Real-time Misinformation and Disinformation Detection and Source Attribution in Dynamic News Feeds (project).

Don't discloseTextEntity (NER) Classification

I built an ML/NLP-based system to detect misinformation and assess source credibility in dynamic news feeds. The work required structuring news content and generating target labels for misinformation/disinformation categories and credibility-related attributes. I focused on preparing and validating labeled training data suitable for downstream modeling and evaluation. • Labeled or defined text-based categories for misinformation vs disinformation and credibility signals. • Prepared training-ready datasets from dynamic news feed content for model ingestion. • Performed iterative quality checks to ensure label consistency and reduce ambiguity. • Documented label definitions to support repeatable training/evaluation cycles.

2024 - 2024

Education

Work History