About deepya
I am a Natural Language Processing (NLP) Engineer with over 4 years of experience building scalable AI-driven language solutions across finance and technology domains. My work focuses on developing end-to-end NLP pipelines that transform unstructured text into actionable insights using machine learning and deep learning techniques. I have strong expertise in transformer-based architectures such as BERT and GPT and regularly work with frameworks like Hugging Face Transformers, spaCy, and NLTK to build advanced NLP systems.Currently working as an NLP Engineer at Vanguard, I design large-scale text analytics systems, develop semantic search solutions using vector embeddings, and deploy machine learning models into production using cloud-based infrastructure. My technical interests include: * Large Language Models (LLMs) * Retrieval-Augmented Generation (RAG) * Conversational AI systems * Information retrieval and semantic searchI enjoy building intelligent systems that bridge the gap between human language and machine understanding.
Key Skills
Experience
Llm Engineer
CurrentVanguard
* Designed and deployed end-to-end NLP pipelines for large-scale text analytics including preprocessing, model training, and evaluation. * Built transformer-based NLP models using Hugging Face and PyTorch for NER, sentiment analysis, text classification, and information extraction. * Developed LLM-powered applications using BERT and GPT for document summarization and conversational AI systems. * Implemented semantic search and information retrieval systems using vector embeddings and OpenSearch. * Fine-tuned pretrained transformer models on domain-specific datasets to improve NLP model performance. * Built REST APIs using FastAPI to deploy NLP models into enterprise applications. * Deployed scalable NLP services using Docker, Kubernetes, and AWS cloud infrastructure. * Evaluated model performance using precision, recall, and F1-score metrics to optimize results.
Python Developer
Icici Bank
* Developed Python-based data processing applications for automated financial analytics and reporting. * Implemented machine learning models using scikit-learn for predictive analysis of financial transactions. * Built data pipelines using Pandas and NumPy to clean, transform, and analyze large datasets. * Applied NLP techniques to analyze customer feedback data including text preprocessing and sentiment analysis. * Developed Flask-based REST APIs to integrate ML models with internal banking applications.
Associate System Engineer
Tata Consultancy Services
* Developed backend modules for enterprise applications using Python and Java. * Built data processing and automation scripts to improve operational efficiency. * Worked with structured and semi-structured data using SQL and Python libraries. * Contributed to text processing utilities to extract insights from support logs
Education
New England College
Masters
New England College
Masters
Vignan Institute Of Technology And Science
Bachelors
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Common Questions
What is deepya's expertise?
deepya specializes in LLM Engineer - Remote, with expertise in amazon web services, data analysis, data structures, deep learning, generative ai.
Where is deepya located?
deepya is based in charlotte, north carolina, united states.
How much experience does deepya have?
deepya has 5+ years of professional experience.
How can I contact deepya?
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