Jones Pavan
Sr Director of Software Engineering
at Blackline Systems
Engineering leader with a 20+ year track record of delivering at scale—modernizing platforms, embedding AI into financial systems, and leading globally distributed teams through complex transformations. I operate at the intersection of architecture, execution, and business impact.
- Platform Modernization & Scale: Reduced incidents by 80% through microservices and DevEx improvements; rebuilt orchestration systems for 17M+ media assets.
- AI Integration & Data Innovation: Embedded Vertex AI into SEC reporting workflows, automated footnotes and compliant financial report generation, and built Spark-based engines to detect anomalies in financial data.
- Team Building & Global Execution: Led orgs of 100+ engineers across 3 continents, managed $10M+ budgets, and improved delivery velocity through org redesigns, CI/CD discipline, and stakeholder alignment.
Articles by Jones Pavan

Creative GenAI Applications to Fuel Early Stage Startup Growth with Rosemary Brisco and Bob Mitton
In this Mucker Growth Session, Rosemary Brisco and Bob Mitton, renowned consultants in the AI field, focus on how startups can utilize AI to enhance growth and efficiency across various...

How To Identify Key Product Metrics To Unlock Value For Product-Led Startups with David Jesse
In this Mucker Growth Session, David Jesse, Senior Product Advisor & Coach at Prodify with prior product leadership experience at DoorDash, Groupon, and eBay, focuses on aligning your product metrics...

Managing Complex B2B Sales Motions for Startup Founder-Led Sales with Luke Welch
In this Mucker Growth Session, Luke Welch, owner of Luke Welch GTM Consulting and former VP of Global Marketing Solution Sales at Salesforce, focuses on the challenges and best practices...

How to Kickstart Content Marketing at Early-Stage Companies with Dennis Shiao
In this Mucker Growth Session, Dennis Shiao, founder of marketing agency Attention Retention, walks through how to make an impact with content marketing even when you have limited budget and...

How to Improve Your Team’s Performance and Prevent Burnout with Glenn Gow
In this Mucker Growth Session, CEO coach Glenn Gow discusses improving your team’s performance and preventing burnout. PDF of Glenn’s presentation slides Right Now, Things are Hard On any given...

Finance 101 for Early Stage Startup Founders with Debbie Rosler
In this Mucker Growth Session, Debbie Rosler from Burkland dives into the fundamental financial best practices and infrastructure early -stage startups need to put in place. Finance 101: Why Should...