YAP Pakistan
Production-grade AI-powered KYC solution that has successfully onboarded 100K+ users through automated identity verification, face liveness detection, and biometric face matching.
Design MarketplaceNLP EMBEDDINGlive2022
DesignMatch
AI-driven talent marketplace that connects startups with pre-vetted designers. Reduces the traditional designer hiring process from weeks to hours using intelligent matching.
Key Metric
<2hrs
Time to Shortlist
From job post to ranked candidates, versus weeks manually.
REF: TALENT_MATCHING
DesignMatch is an AI-powered talent marketplace that intelligently connects early-stage startups with pre-vetted senior designers. Rather than sifting through hundreds of portfolio submissions, founders describe their product and brand needs in natural language. The platform's NLP matching engine encodes job requirements and designer portfolios into a shared embedding space and surfaces the top three candidates with ranked match scores within minutes.
Startups hiring their first designer face a weeks-long slog: drafting job specs, reviewing portfolios, conducting multiple rounds of interviews, and still frequently hiring the wrong fit. At the same time, talented freelance designers spend most of their time on cold outreach rather than doing the work they're good at.
Semantic Embedding Matching
TensorFlow sentence encoders embed job descriptions and designer portfolio summaries into a shared vector space; cosine similarity and learned re-ranking surface the strongest stylistic and domain fits.
Automated Vetting Pipeline
Each designer goes through a structured work-sample review and structured interview scored against a rubric. Only the top 15% pass to the active pool, keeping match quality high.
- 01.
Encodes startup product briefs and designer portfolios semantically to produce ranked candidate shortlists in under 5 minutes.
- 02.
Automates the scheduling, brief-sharing, and introductory call booking between matched parties.
- 03.
Continuously retrains matching models on hire outcomes and client satisfaction scores to improve future recommendations.
<2hrs
Time to Shortlist
From job post to ranked candidates, versus weeks manually.
4.8/5
Match Satisfaction
Average client rating after first engagement.
68%
Repeat Hire Rate
Clients return for a second engagement via DesignMatch.
