Case studies
Deployments
Systems that got built and shipped. Each one follows the same shape: the constraint in business terms, what I built, what broke, the outcome, and something you can verify.
Job-matching & skill-gap engine, integrated with India's NCS
A national career-services ecosystem needed matching and skill-gap intelligence that worked with sparse, inconsistent profile data rather than the clean résumés matching engines assume.
Integrated with the NCS ecosystem, giving the matching and skill-gap engine national-level distribution.
Read the case studyZobique: AI career-intelligence platform for universities
Universities can tell you a student's marks but not their job readiness, and students find out the gap exists only after they start failing interviews.
Piloted across 2 universities with 1,500+ students, contributing to 50+ placements.
Read the case studyLead-qualification automation for a people-run sales pipeline
The client's sales pipeline lived in WhatsApp threads and one person's head. Leads were qualified inconsistently and the good ones went cold before anyone got to them.
Inbound leads are enriched, scored, and routed automatically; the sales team starts the day with a ranked list instead of a backlog.
Read the case studyAI voice agent for real-estate lead qualification
A real-estate team was paying people to make the same qualifying call hundreds of times. Most calls ended in 'not interested' or no answer, and the interesting leads were a small fraction of the total.
A voice agent makes the first qualifying call, books the interested leads, and hands the rest back to the sales team with structured notes.
Read the case study