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Shuchi Shukla

Shuchi Shukla

RAG-based Knowledge Retrieval AI Training

India flagJaunpur, India
$20.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Enterprise Knowledge Base/Search
Financial Document Image Object Detection
Identity Document Verification (Aadhaar OCR)

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Question AnsweringQuestion Answering
Object DetectionObject Detection

Freelancer Overview

RAG-based Knowledge Retrieval AI Training. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology, Chandigarh Engineering College (2025). AI-training focus includes data types such as Text, Image, and Document and labeling workflows including Question Answering and Object Detection.

IntermediateEnglishHindi

Labeling Experience

Aadhaar OCR & Document Labeling AI Training

OtherDocumentObject Detection
Optimized an in-house Aadhaar OCR and document verification workflow through data labeling and validation. Improved workflow efficiency and error reduction by refining AI models for document recognition. Participated in annotating key fields and validating model predictions for identity verification documents. • Labeled and verified fields on Aadhaar cards for supervised document recognition. • Conducted accuracy checks and flagged ambiguous or misclassified annotations. • Integrated improved datasets into the AI verification pipeline. • Supported enhanced identity recognition for internal processes.

Optimized an in-house Aadhaar OCR and document verification workflow through data labeling and validation. Improved workflow efficiency and error reduction by refining AI models for document recognition. Participated in annotating key fields and validating model predictions for identity verification documents. • Labeled and verified fields on Aadhaar cards for supervised document recognition. • Conducted accuracy checks and flagged ambiguous or misclassified annotations. • Integrated improved datasets into the AI verification pipeline. • Supported enhanced identity recognition for internal processes.

2024 - 2025

Image-based Transaction Detection AI Training

OtherImageObject Detection
Developed an image-based transaction ID detection system for mail auto-response workflows. Applied Gemini Flash Pro to optimize object detection on transaction documents and improve automated recognition accuracy. Collaborated on error analysis and adjustments to model labeling strategies. • Annotated and validated transaction images for AI-based object detection tasks. • Enhanced training datasets through iterative improvement and continuous feedback. • Evaluated model predictions, corrected annotation errors, and refined dataset quality. • Worked on increasing detection accuracy and robustness in real-world scenarios.

Developed an image-based transaction ID detection system for mail auto-response workflows. Applied Gemini Flash Pro to optimize object detection on transaction documents and improve automated recognition accuracy. Collaborated on error analysis and adjustments to model labeling strategies. • Annotated and validated transaction images for AI-based object detection tasks. • Enhanced training datasets through iterative improvement and continuous feedback. • Evaluated model predictions, corrected annotation errors, and refined dataset quality. • Worked on increasing detection accuracy and robustness in real-world scenarios.

2024 - 2025

RAG-based Knowledge Retrieval AI Training

OtherTextQuestion Answering
Designed and built a RAG-based Confluence knowledge retrieval system using Pinecone and semantic embeddings. Integrated Llama3 (Ollama) for AI-driven Q&A to increase answer accuracy. Enhanced internal document search capabilities for improved employee support and workflow efficiency. • Developed and fine-tuned AI models specifically for enterprise knowledge base question answering. • Automated knowledge extraction from internal documents to facilitate fast retrieval and context-aware responses. • Implemented iterative evaluation and improvement cycles based on user Q&A feedback. • Contributed to optimization for relevance and accuracy in responses leveraging retrieval algorithms.

Designed and built a RAG-based Confluence knowledge retrieval system using Pinecone and semantic embeddings. Integrated Llama3 (Ollama) for AI-driven Q&A to increase answer accuracy. Enhanced internal document search capabilities for improved employee support and workflow efficiency. • Developed and fine-tuned AI models specifically for enterprise knowledge base question answering. • Automated knowledge extraction from internal documents to facilitate fast retrieval and context-aware responses. • Implemented iterative evaluation and improvement cycles based on user Q&A feedback. • Contributed to optimization for relevance and accuracy in responses leveraging retrieval algorithms.

2024 - 2025

Education

C

Chandigarh Engineering College

Bachelor of Technology, Artificial Intelligence and Data Science

Bachelor of Technology
2021 - 2025

Work History

O

OsciraAI

Data Scientist

N/A
2025 - Present
S

Spacepepper Studio

AI Engineer

N/A
2025 - 2025