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AI talent mapping, sourcing pipelines, tooling for recruiting operations and reports tracking AI developments.

Measuremint

Voice-first career agent for high-volume markets. ElevenLabs + Claude for AI interviews and semantic similarity for matching. Solves sourcing and AI-driven talent identification at scale.

AI/MLVoice AITalent Tech+2
10K+ candidates
\2025

ML Research Talent Map

Scraped and structured 50,000 ML researcher profiles from 5 years of ICLR, ICML, and CVPR proceedings. Searchable by research area via vector embeddings.

Data EngineeringNLPVector Search+2
50K profiles
\2024

Talent Index & JD Fingerprinting

A data science project that analyses 106 job descriptions across 10 skill dimensions to build a unified view of how different roles compare — improving how we calibrate candidates against actual market demand.

AnalyticsNLPPython+1
106 JDs fingerprinted
\2025

AI Candidate Screening Pipeline

Automated two-stage screening pipeline: Claude evaluates candidates against configurable binary signals, then deterministic tier logic shortlists the top performers.

Claude APIMetaviewJuicebox+2
50% cost savings
\2026

Recruiting Data Infrastructure

Scalable recruiting infrastructure: Cloud SQL, Cloud Run. 100+ data sources harvested into an 80K-record dataset at >90% accuracy.

Data InfraCloud SQLCloud Run+1
80K records
\2024

India AI Tracker

Dedicated tracker covering governance discussions, stakeholder decisions, investment trends, and technological developments across the Indian AI ecosystem.

AI GovernancePolicyIndia+2
50+ stakeholders
\2025

Indirect Talent Sourcing Channel

Monitors public signals across Reddit, GitHub, HackerNews, and Google CSE to rapidly surface experienced engineers entering the market during workforce transitions — feeding structured leads into downstream recruiting workflows.

Next.jsGraphQLAPIs+2
100 signal sources
\2026

Talent Graph Engine

A graph-based intelligence platform that connects 100K+ STEM and academic profiles across 500+ public sources. In-degree/out-degree analysis, shortest-path algorithms, and a RAG layer for natural language queries over the entire network.

Graph EngineSearch EngineVector Database+3
100K+ profiles
\2026