AYON ARYAN

DATABASE-MANAGER

Local AI-powered database management with natural-language to SQL across 8 engines (SQLite, MySQL, PostgreSQL, MSSQL, Oracle, MongoDB, Cassandra, Redis). Dual-LLM (Groq + Ollama) with safety validation, human-in-the-loop write review, snapshots and one-click undo, RBAC, and Fernet-encrypted credentials.

HTML • 1 star

Brain-Tumor-Segmentation

A deep learning model utilizing the U-Net architecture for semantic segmentation of brain tumors from MRI scans, developed for a Kaggle competition.

LEGAL-AI-LLM

Legal AI assistant with RAG: upload documents or ask legal questions. SambaNova Llama-4 LLM, sentence-transformers embeddings, ChromaDB vector store, Flask UI, and guard rails against off-topic queries.

HTML

PERSONAL_ASSISTANT

Fully-offline Siri-like voice assistant for macOS (M1/M2). Whisper.cpp STT, Ollama LLM, Piper TTS, PySide6 floating UI. No cloud APIs, multi-turn context memory.

Python

graph-rag

Graph RAG system combining Knowledge Graphs (NetworkX) + Vector Search (FAISS) + LLM (Groq) for enhanced Retrieval Augmented Generation. Features interactive D3.js graph visualization, document upload (PDF/TXT), and a glassmorphism UI.

JavaScript • 1 star

GEO_LOCATION_SAVER_APP

GPS Map Camera for Android. Captures photos with location overlay and embedded map preview using Jetpack Compose, CameraX, and the Google Maps Compose SDK.

Kotlin

routecraft

Multi-modal transit planner for Bengaluru with ML-driven traffic prediction (LightGBM + PyTorch on Apple Metal GPU). Walk · Auto · Cab · BMTC · Metro.

Python

INTELLI-CHAT-AI

IntelliChat AI: Your Smart Document & Web Assistant

Python

DocuAi

Python

Fake-News-Check

LLM-Service-MCP-

Java

Python-Code-Collection

Python

RESUME.GITHUB.IO

HTML

credit-risk-xai

Explainable credit underwriting with SHAP local and global explanations, FairLearn fairness auditing, and FCRA-style adverse-action notice generation. XGBoost and LightGBM models served via a Streamlit dashboard.

Python