Ajay Singh is an Applied AI leader with 11 years of experience building production-grade GenAI agents, RAG pipelines, and distributed web services for startups and tech giants including Goldman Sachs and SAP. He led Premji Invest’s SMART platform, operationalizing a multi-agent system that increased deal throughput 2.5x and reduced data-gathering headcount by two-thirds, while scaling a cross-functional engineering team and owning critical architecture and inference-cost controls. Comfortable across backend, data, DevOps and AI, he has shipped practical Agentic products—NDA negotiator, due-diligence automation and a private research assistant—while advising portfolio companies on red-teaming and guardrails. Former founding engineer at OpenWrench where he helped scale the platform to $1M ARR, he blends startup grit with enterprise-grade reliability and fault-tolerant design from banking systems. Based in Bengaluru and trained at IIT Madras, Ajay pairs hands-on technical leadership with a knack for turning complex investment workflows into automated, high-throughput AI systems.
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