Industry

CVision

• Founded and scaled AI services startup to $70K+ revenue in 6 months.
• Owned technical strategy across applied research and production systems.
• Led cross-functional teams delivering mission-critical AI deployments across the USA and Europe.

Upwork

• Designed and deployed AI automations cutting manual effort by 30-70% across client workflows.
• Led discovery-to-deployment for founder clients, delivering production-ready systems.
• Documented runbooks and handover processes to enable independent operation post-engagement.

Cowlar (YC W17)

• Built ML/CV systems achieving 40× manufacturing throughput gains.
• Architected ML/CV pipelines achieving 5 μm precision in production fiber organizer and termination line.
• Shipped real-time edge AI models optimized for constrained hardware (Qualcomm Snapdragon).

Anthropic

• Built and tuned prompts for coding assistants and SQL bots to improve reliability.
• Ran structured evaluations to harden prompts and reduce failure cases.
• Optimized prompt+model configs for scalable, production-grade automation tasks.

Optical Networks and Technologies Lab

• Contributed to optical network research projects and gained exposure to laboratory methodologies and telecommunications infrastructure.