Success Stories

Scope:

• End-to-end DV strategy for high-performance CPU
• UVM environment architecture from scratch
• CPU front-end pipelines (fetch, decode, BPU)

Outcome:

• Full DV sign-off on multiple CPU generations
• Reusable VIP shared across organization
• Multi-site team methodology standards

Scope:

• Multi-agent AI system for DV collateral generation
• Automated UVM testbench + test plan creation
• AI-powered coverage closure workflow

Outcome:

• 60% reduction in DV cycle time
• AI-generated 70% of test sequences
• Zero coverage escapes in production silicon

Scope:

• Board Support Package for enterprise routers
• Custom Linux kernel drivers & configuration
• Hardware bring-up for new platform

Outcome:

• Production deployment on routing platforms
• Reduced board bring-up time by 40%
• Reusable BSP framework for future products

Scope:

• Technical leadership across USA, India, China
• Offshore team coordination & mentoring
• Agile/Scrum program ownership

Outcome:

• Delivered multi-site project on schedule
• 10+ engineers mentored on DV methodology
• Established coding standards adopted org-wide

Scope:

• Java-based performance analysis tools
• Python/Perl automation scripts
• TCL test automation frameworks

Outcome:

• Replaced manual analysis with automated tools
• Reduced regression run time by 50%
• Adopted across multiple engineering teams

Scope:

• Boundary scan test programs
• Manufacturing diagnostics for routers
• Test fixture development & validation

Outcome:

• Zero field failures from manufacturing defects
• Test coverage improved to 99.5%
• Deployed on enterprise routing products