AI-Native Platforms. Engineering Transformation.

Helping startups adopt AI-native engineering practices, build AI-powered products, and improve developer productivity through automation, agentic workflows, and modern engineering platforms.

• ✓Architected AI-powered platforms across marketing intelligence, communication, analytics, recommendation systems, and conversational AI.
• ✓Built assistants and decision-support systems operating on real-time customer, campaign, and product data.
• ✓Introduced AI-assisted software development workflows for code generation, testing, documentation, architecture reviews, and engineering acceleration.
• ✓Led cloud modernization, CI/CD transformation, observability improvements, and platform scalability initiatives supporting long-term product growth.

Founded and led an AI-driven B2B recruitment intelligence platform automating candidate evaluation and resume scoring for hiring agencies.

• ✓Designed AI-powered resume intelligence, candidate scoring, and recruitment analytics using LLMs and automated evaluation workflows.
• ✓Defined AI product strategy, architecture, and go-to-market execution from concept to production.
• ✓Built AI-assisted evaluation workflows and scoring models to improve hiring decision quality.

Led Platform Services and Learner Data teams for a language-learning SaaS platform serving 20M+ learners globally.

• ✓Led teams supporting critical systems processing over 1.3B monthly data points.
• ✓Delivered an AI-powered insight platform that reduced cross-team data analysis effort by 70%.
• ✓Improved deployment velocity by 30% and increased test coverage from 65% to 90% through CI/CD modernization and developer experience improvements.
• ✓Reduced incident response time by 40% through real-time observability, monitoring, and alerting capabilities.
• ✓Drove a 4x increase in communication platform throughput while maintaining scalability, reliability, and security standards.

Built and led the full engineering organization from zero for a boutique fintech and enterprise software company.

• ✓Built and scaled a 25-engineer organization across backend, frontend, mobile, infrastructure, and UI/UX functions.
• ✓Established engineering operating model, hiring strategy, career framework, and delivery processes from the ground up.
• ✓Designed an AI-powered AML detection system that reduced false-positive alerts by 95%.
• ✓Reduced infrastructure costs by 25% and accelerated product delivery by 30% through architecture, CI/CD, and agile process improvements.

Led technology strategy and platform architecture for a live trivia platform with large-scale real-time competitions.

• ✓Led a cross-functional organization of 15 engineers across backend, frontend, mobile, infrastructure, data, and QA.
• ✓Executed migration to AWS serverless architecture, achieving 10x scalability improvement and enabling 150K+ concurrent users per live session.
• ✓Re-architected the core platform to sustain 300K+ concurrent requests under peak load while reducing infrastructure costs by 30%.
• ✓Established engineering processes, delivery practices, and an eNPS-focused engineering culture from scratch.