PANI

Shagun Yadav

@shagunyadavai / mlgithub.com/ShagunYadav1208

Public-work score

23/50

Cross-checks resume claims against public GitHub work. Higher scores mean stronger corroborating evidence.

Technical Depth
7/10
Experience Authenticity
4/10
Public Contribution
1/10
Claim Consistency
5/10
Domain Fit
6/10

Demonstrated capabilities

LLM App Dev50% confidence

Project descriptions for 'Untethered AI Companion' mention WhisperModel, Transformers, BLIP for speech-to-text, summarization, and image captioning, and 'Personal Assistant' uses speech recognition and text-to-speech libraries.

Computer Vision50% confidence

Project description for 'Untethered AI Companion' specifies YOLOv8n for object detection and 'OCR From Scratch' details CNN usage for image processing.

Model Training50% confidence

The 'OCR From Scratch' project description outlines model training using Pytorch, including CNN and BiLSTM architectures, CTC Loss, and Adam Optimizer.

Cloud Infra50% confidence

The 'SafeShare' project is stated to be live, with the frontend deployed on Vercel and the backend on Render, demonstrating basic cloud deployment.

GitHub activity

Verified stack

PythonJavaScriptCSSHTMLC++

Key evidence

  • GitHub primary stack shows Python (56.9%) and JavaScript (24.8%), aligning with claimed AI/ML and Full Stack skills.
  • 9 public non-fork repositories demonstrate project work, consistent with resume's listed projects.
  • Pinned repo 'ShagunYadav1208/public-ver-SocialSpy' directly supports the 'Social Spy' project claim.
  • Pinned repo 'ShagunYadav1208/SafeShare-Frontend' supports the frontend aspect of the 'SafeShare' project claim.
  • Pinned repo 'ShagunYadav1208/PublicExam-Section' aligns with the 'Exam Section' project claim.

Scored 28 Jul 2026