Fast Full Text Search based on BM25
Key phrases extraction and ranking in Python with support for POS (Part of Speech) and NER (Named Entities).
Tinder-style recipe discovery app that learns your taste from swipes and recommends recipes you'll want to cook. Flutter + Django REST, content-based recommender, AI-generated recipe images. Built at HackaTUM 2023 (HelloFresh challenge).
Semantic knowledge retrieval platform powered by a custom TF-IDF search engine with fuzzy matching, synonym expansion, confidence scoring, and explainable search results.
AI-powered Resume Screening & Ranking System with Hybrid ATS Scoring using FastAPI, XGBoost, TF-IDF and an interactive Recruiter Dashboard.
Visualization of word usage changes over time. Example usage on german covid tweets.
A Netflix clone that uses recommendations and a search to surf over thousands of movies and tv shows for the users to watch
ML-powered spam detection system with API backend, modern frontend, and Gmail Add-on.
Zero-dep RAG context assembler: TF-IDF rank, dedup, token budget, xml/markdown/plain output for LLM injection
CLI codebase search powered by TF-IDF. No cloud required.
AI-powered healthcare interoperability platform that maps AYUSH (NAMASTE) medical concepts to WHO ICD-11 codes using NLP, TF-IDF reranking, and microservices architecture.
🔬 An intelligent scientific paper keyphrase extraction & analysis dashboard with POS chunking, TextRank, TF-IDF scoring, in-text highlighting, and paper comparison.
Django POC — real-time WebSocket chat room (Channels + Redis), TF-IDF NLP chatbot (scikit-learn), and DNN college chatbot (Keras). Built as proof-of-concept for a client. Educational and portfolio use.
Fix broken OpenClaw memory_search with local TF-IDF search. No API keys required. Drop-in replacement for failing built-in memory search.
Evidence-grounded AI explorer combining relational data, attributed TF-IDF retrieval, and local Qwen inference.
comprehensive Django-based College Placement Portal featuring dual-role dashboards, automated application tracking, and an NLP-powered helpdesk chatbot.
NLP-powered hybrid book recommendation system built with React Native, Flask, TF-IDF, BERTürk and Collaborative Filtering.
Three-layer tone classifier (dark / hopeful / cynical) embedding lookup, edge TF-IDF+LogReg inference on Cloudflare Workers, rule-based fallback. Ships with a labeled public domain poetry corpus.
End-to-end machine learning system for detecting spam in SMS and email messages using NLP and text classification.
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