AI candidate ranking system — hybrid retrieval, cross-encoder reranking, and multi-signal scoring for the Redrob Data & AI Challenge 2026
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Updated
Jun 27, 2026 - Jupyter Notebook
AI candidate ranking system — hybrid retrieval, cross-encoder reranking, and multi-signal scoring for the Redrob Data & AI Challenge 2026
Premium CPU-only AI ranking system for Redrob India Runs Track 1 Intelligent Candidate Discovery
An intelligent candidate ranking system for the India Runs x Hack2Skill Hackathon (Track 1 : The Data & AI Challenge). Evaluates 100,000 profiles using semantic embeddings and a unique behavioral multiplier to surface reachable AI talent and eliminate keyword stuffers.
Intelligent candidate ranking system for the Redrob India Runs Data & AI Challenge. Ranks 100K profiles for a Senior AI Engineer JD in 52s on CPU using XGBoost LambdaRank with 43 engineered features + self-supervised pseudo-labels. 100% Precision@100.
Ranks 100K candidates against a Senior AI Engineer JD in ~35s on CPU — multi-signal scoring, honeypot detection, semantic embeddings. INDIA RUNS Hackathon Track 1.
AI candidate ranking system - INDIA RUNS Track 1, Hack2Skill Data & AI Challenge
🧠 HireGraph — AI-powered multi-signal candidate ranking engine | INDIA.RUNS Hackathon 2026 | Beats keyword filters using semantic embeddings + career trajectory + behavioral intelligence
A recruiter-centric candidate ranker that evaluates full career histories, filters out honeypots, and generates structured reasoning for the Senior AI Engineer role
India Runs — intelligent candidate discovery & ranking engine, built for the Redrob AI hackathon.
AI-powered semantic candidate discovery engine that ranks hidden talent beyond keyword matching using embeddings, career trajectory analysis, explainable AI, and recruiter copilots.
AI-powered candidate ranking system for talent intelligence ranks 100K profiles against a job description using semantic skill scoring, career signal analysis, and behavioral availability signals. CPU-only, no API calls, <60s runtime.
Intelligent candidate ranking system for Redrob Data & AI Hackathon CPU-only, ranks 100K candidates in <5 min, zero API calls
AI-powered candidate discovery platform using semantic search, FAISS, and intelligent ranking built for the Redrob AI Hackathon.
AI-powered candidate ranking system — Redrob India Runs Hackathon
AI-powered candidate ranking system that can intelligently analyze 100,000 resumes, ranks the top 100 candidates based on semantic matching and behavioral signals, and generates explainable hiring recommendations in under 5 minutes.
TalentOS — offline candidate ranker for 100K profiles. Redrob AI India Runs Challenge 2026.
AI-powered candidate discovery and ranking system for the Redrob Data & AI Challenge.
AI-powered candidate ranking system for India Runs Hackathon by Redrob AI
A Redrob-powered AI Family Operations Assistant for Indian households. Built for India.Runs 2026.
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