Samar Nathani

@SammySN-car · User

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AI/ML developer | Python | RAG | LangGraph | Full-stack

29 followers23 repositories

Repositories

SammySN-car/moodbeats

AI-powered music discovery platform with RAG pipeline, neural reranking, and real-time audio feature extraction. Describe any vibe, get a curated playlist.

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SammySN-car/amazon-ml-2026

Amazon ML Challenge 2026 - Business Entity Resolution: independent line (LB 0.924 / 0.912), methodology and code

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SammySN-car/Vehicle-Parking-App-v2

This is my vehicle parking v2 ,In this I have used quite advanced web development stuff. Note - I am still working on it and upgrading things in it.

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SammySN-car/readme-free.ai

Tool for analyzing recorded viva/meeting sessions with LLMs — from Drive links to graded, report-ready summaries.

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SammySN-car/Job-Portal-App

A professional full-stack career platform connecting recruiters and applicants. Features job listing publishing, applicant resume review with status progression (shortlist/reject), visual hiring funnels, and application history exports.

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SammySN-car/Food-Ordering-App

A full-stack online food ordering application with catalog filtering, shopping cart controls, real-time order status tracking via polling, and customer ratings/reviews. Styled in a warm, clean Gourmet Bistro design.

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SammySN-car/Event-Booking-App

A visually stunning full-stack ticket booking platform featuring an interactive seat selection grid, automated seat mapping, ticket validation constraints, and transaction history exports. Styled in a Cyberpunk neon glassmorphic theme.

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SammySN-car/Library-Management-app

A full-stack digital library application featuring role-based access control, book inventory tracking, issue/return manement, dynamic analytagics, and user-triggered CSV reports. Built with Flask (Python) and Vue 3 (JS).

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SammySN-car/smart-mcq-solver

An ensemble ML + RAG system for solving Multiple Choice Questions using MCQNet, ELECTRA, MiniLM, and Qwen RAG with Wikipedia FAISS index

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SammySN-car/ai-research-agent

Autonomous research assistant with LangGraph, LangChain, Supabase pgvector, and OpenRouter for multi-step reasoning and retrieval

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SammySN-car/changedetection.io

Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, and website defacement monitoring—all for free or enjoy our SaaS plan!

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SammySN-car/archify

Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

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SammySN-car/baserow

Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.

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SammySN-car/faststream

FastStream is an asynchronous Python framework for building event-driven applications. It brings together message broker integration, dependency injection, validation, testing utilities, and AsyncAPI documentation generation in a single toolkit

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SammySN-car/supabase

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

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SammySN-car/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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