Hi, I am Naveen Kumar.
Software Developer with of experience, specializing in Generative AI, RAG, Agentic RAG, AI Agents, Local Language Models (Ollama), VLMs, Multimodal Models, and Fine-Tuning. Proficient in developing AI-driven solutions, leveraging Gen AI for efficiency and innovation. Experienced in field extraction using NLP techniques, Computer Vision, Web Scraping, and ETL pipelines from Websites, XML feeds, and PDFs (Standard & Non-Standard) for both ETL workflows and RAG-based solutions. Adept at delivering data via the RAG technique, with a strong track record of successfully deploying AI solutions in production environments. Passionate about AI automation and collaborating with dynamic teams to drive innovation.
Work Experience
Software Developer - FactEntry (A SIX Company)
Aug 2023 - PresentDeveloped RAG systems for Generative AI solutions and automated various tasks to enhance efficiency and scalability.
Technical Trainer, Social Media Manager - CADD Center
Jan 2023 - Jun 2023 (Internship)Trained 10+ individuals in Python programming and managed social media content for CADD Centre, promoting courses effectively.
Education
Master of Science in Data Science
CGPA: 8.31
Vellore Institute Of Technology, Vellore
2021 - 2023
Projects
DocGPT: RAG-Powered Q&A with Llama 3 & Streamlit
An advanced Q&A chatbot leveraging RAG techniques, powered by Llama 3 (Groq) and Streamlit, for intelligent document-based queries.
- Python
- Langchain
- Streamlit
Skills
- Generative AI
- RAG
- AI Agents
- Agentic RAG / Agentic AI
- Embeddings & VectorDB
- NLP
- Python
- HTML
- CSS
- Javascript
- Web Scraping
- Pywinauto / Selenium
- MS SQL Server
- Computer Vision
- Linux
- Git / GitHub / GitLab
- Streamlit / Gradio
- FastAPI
- WordPress