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Shekhar NayakSN
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Shekhar Nayak

@shekharnayak

AI/ML researcher at IIIT Allahabad who fine-tuned Qwen2-7B to achieve 94.75% Top-1 accuracy on WikiMEL.

India
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At IIIT Allahabad, I worked as a Teaching Assistant for Machine Learning and Principles of Programming Languages, designing and evaluating coursework for 100+ students. I also led Python tutorials covering machine learning fundamentals and data structures.

For my M.Tech thesis, I developed VSCE-EL, a multimodal entity-linking pipeline, and fine-tuned Qwen2-7B with QLoRA, achieving 94.75% Top-1 accuracy on WikiMEL. I also built WebRAG, a local-first RAG system, and DataPilot, a multi-agent AI data analyst, and was selected for Amazon ML Summer School 2025.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

IA

Indian Institute of Information Technology Allahabad

M.Tech, Information Technology

2024 -

Grade: 8.70 CGPA

Pursuing M.Tech in Information Technology with specialization in ML & Intelligent Systems, maintaining a CGPA of 8.70.

SC

Shri Shankaracharya Technical Campus

B.Tech, Information Technology

2018 - 2022

Grade: 8.38 CGPA

Completed B.Tech in Information Technology with a CGPA of 8.38.

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