Skip to content
View 16ajoop's full-sized avatar

Block or report 16ajoop

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
16ajoop/README.md

16ajoop's GitHub contribution chart

Building RAG pipelines, agentic workflows, and ML-powered applications

LinkedIn GitHub LeetCode


About

Entry-level AI and Data Science engineer with a strong foundation in Python, SQL, and data analysis. I build full-stack, AI-powered applications using LLMs, retrieval-augmented generation (RAG), and agentic workflows.

Education B.Tech, Artificial Intelligence & Data Science, Dhanalakshmi College of Engineering & Science (CGPA 8.0)
Focus areas Retrieval-Augmented Generation · Large Language Models · Agentic Workflows · Deep Sequential Learning

Featured Projects

End-to-end RAG system that analyzes and refines user queries with an LLM, then retrieves context from a ChromaDB vector store using hybrid semantic and keyword (BM25) search, merged with Reciprocal Rank Fusion and orchestrated through LangGraph.

Python LangChain LangGraph Ollama ChromaDB Pydantic

Deep sequential learning system built on a stacked LSTM network that predicts player behavior patterns and churn risk, with an interactive Streamlit dashboard for real-time risk analysis.

Python TensorFlow Scikit-learn Pandas NumPy Streamlit


Tech Stack

Languages

Python Java SQL HTML CSS

AI / LLM

LangChain LangGraph Ollama TensorFlow OpenCV

Data

Pandas NumPy PostgreSQL ChromaDB

Backend & Apps

FastAPI Streamlit

Tools & Deployment

Git VS Code Jupyter Vercel Render


Get in Touch

Open to entry-level roles in AI, machine learning, and data science. Reach me on LinkedIn

Pinned Loading

  1. PYProjetcs_Udemy PYProjetcs_Udemy Public

    Python

  2. smart-finance-agent smart-finance-agent Public

    JavaScript

  3. RAG_Projects RAG_Projects Public

    A hands-on RAG learning repository exploring Naive RAG, Advanced RAG, GraphRAG, and future retrieval architectures.

    Python

  4. graphmind-research graphmind-research Public

    GraphMind Research transforms research papers into a verifiable knowledge graph using FalkorDB and four collaborating agents. Explore citation intent, method lineage, research results, conflicting …

    Python