Open to opportunities

Yash Prakash
Narayan

AI & Machine Learning Engineer

Dynamic student specializing in NLP, Computer Vision & LLM fine-tuning with published research and hands-on experience building production-grade AI systems.

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New Delhi, India +91 9958008783
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Model Accuracy
About

Who I Am

I'm a Computer Science & Engineering student at Bharati Vidyapeeth's College of Engineering, New Delhi, with a deep focus on Artificial Intelligence and Machine Learning.

My work spans NLP, Computer Vision, and LLM fine-tuning. I've published research on depression detection using transformer ensembles and skin cancer detection using CNN-Transformer-GRU fusion architectures. I also build practical AI systems — from quantized phishing URL detectors to full agentic pipelines.

I'm driven by a belief that well-engineered AI can solve real-world problems at scale.

NLP Computer Vision LLM Fine-Tuning AI Agents Transformers ONNX PyTorch CUDA Quantization HuggingFace
Education

Academic Background

Bachelor of Technology — Computer Science & Engineering

Bharati Vidyapeeth's College of Engineering

2022 — 2027

New Delhi, India

Neural Networks Computer Vision NLP Databases Algorithms
Projects

What I've Built

2025 – 2026

Phishing URL Detector

PyTorch · ONNX · INT8 Quantization

  • Trained transformer-based models (15M–100M params); achieved 97%+ accuracy on phishing detection
  • Applied INT8 quantization — 4× model size reduction with <0.5% accuracy drop, deployed via ONNX runtime
  • Validated with Brier scores, McNemar's test & t-tests for statistical rigor
2024

AI Agent Framework

Python · LLM APIs · RAG · Tool Use

  • Built an agentic pipeline with tool-calling for autonomous task decomposition and execution
  • Integrated HuggingFace models with custom RAG for knowledge-grounded responses
Research

Publications

View Google Scholar Profile →
2026

Depression Detection Using ModernBERT and CNN Ensemble Model in Text Data

V. Jain, A.K. Dubey, A. Jain, Y.P. Narayan

13th International Conference on Computing for Sustainable Global Development (ICSCS), IEEE

IEEE Xplore Google Scholar
2025

Robust Skin Cancer Detection via CNN-Transformer-GRU Fusion and GAN Data Augmentation

A. Varghese, A. Jain, M.I. Rahman, M. Khan, A.K. Dubey, I. Ahmed, Y.P. Narayan et al.

Computer Modeling in Engineering & Sciences (CMES)

Google Scholar
Skills

Technical Toolkit

Programming

Python NumPy Pandas PyTorch Transformers MySQL CUDA

Tools & Platforms

Git Jupyter HuggingFace ONNX Docker Quantization

AI / ML

Neural Networks Computer Vision NLP LLM Fine-Tuning AI Agents RAG

Soft Skills

Problem-Solving Communication Team Collaboration