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Lavanya-Jothivel/README.md

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AI/ML Engineer and Software Developer focused on LLM agents, Transformers, neural retrieval, backend systems, and full-stack development.
Building reliable AI systems, reproducing research ideas, and turning technical concepts into practical software.


πŸ’« About Me

  • πŸŽ“ B.Tech in Artificial Intelligence and Data Science
  • πŸ€– Interested in Generative AI, LLMs, Agentic AI, NLP, Information Retrieval, RAG, and Deep Learning
  • πŸ”¬ Building research implementations around Transformers, ColBERT, LoRA, and reliable tool-using agents
  • β˜• Building backend applications with Java, Spring Boot, Spring Security, Hibernate/JPA, and REST APIs
  • 🌐 Experienced with MERN and modern full-stack development
  • πŸš€ Interested in combining AI research, ML engineering, and production software systems

🌐 Socials & Contact

LinkedIn Gmail GitHub


πŸ’» Tech Stack

πŸš€ AI / ML & Generative AI

Python PyTorch TensorFlow Keras Hugging Face Scikit-Learn NumPy Pandas OpenCV

Machine Learning Deep Learning NLP Generative AI LLMs Transformers Agentic AI ReAct RAG Information Retrieval


🧠 LLM / Retrieval

LangChain FAISS Sentence Transformers Qwen BERT pgvector


β˜• Java & Backend

Java Spring Spring Boot Spring Security Hibernate JPA JDBC Servlets JSP JWT REST API


🌐 MERN & Frontend

MongoDB Express.js React Node.js

HTML5 CSS3 JavaScript TypeScript Bootstrap Angular Next.js


πŸ—„οΈ Databases

MySQL PostgreSQL MongoDB Redis


βš™οΈ Tools, Cloud & DevOps

Git GitHub Docker AWS GitHub Actions Maven Apache Tomcat Postman


🎯 Current Focus

  • πŸ€– Agentic AI & reliable LLM systems
  • 🧠 Transformers & parameter-efficient fine-tuning
  • πŸ”Ž Neural information retrieval & semantic search
  • πŸ“š Retrieval-Augmented Generation (RAG)
  • πŸš€ Production-ready AI applications

Build. Experiment. Evaluate. Improve. πŸš€

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