Interned on the product management team, driving roadmap strategy and data-driven decision making for Qualcomm’s platform tools.

• Conducted user research and competitive analysis across 7 cross-functional teams to address gaps in the 2026 product

roadmap, presented findings to senior leadership, and contributed to the roadmap by prioritizing 65% of critical feature gaps.

• Designed Python-based AI agents to automate validation of 1,000+ requirements by cross-referencing customer specs with

internal capabilities, eliminating 60% of manual quotation analysis through an AI-driven validation system.

• Built ML-powered analytics pipelines and dashboards to analyze 10,000+ data points, uncovered 3 user behavior patterns, and drove prioritization of 2 features into the product roadmap.

Led product strategy and execution for automotive and connected platforms at Bosch, managing a 28-engineer cross-functional team across firmware, middleware, and application layers.

• Spearheaded 0-to-1 delivery of a next-gen braking system for a 650K+ unit truck program, defining requirements that balanced

real-time performance, memory, and reliability, and shipping production-ready embedded software across 2 ECU variants.

• Aligned 5 senior stakeholders on scope across 3 releases by authoring PRDs and OKRs that clarified trade-offs between

timeline, cost, and quality, delivering 100% on-time with zero critical defects.

• Mitigated $350K in annual risk by leading implementation of CI/CD pipelines and live KPI dashboards, reducing defect rate by

43% and lowering resolution time by 30%.

• Introduced data-driven prioritization using defect trends, cycle time, and feature completion metrics for a 28-engineer team,

increasing release velocity by 42% and sprint predictability to 93%.

Domain: Automotive platforms, embedded systems, safety-critical products, enterprise software

Held a dual product management and software engineering role, owning the product roadmap for automotive software platforms while contributing hands-on to development and architecture decisions.

• Authored platform API specifications and technical reference documentation for 5 external partners, enabling them to integrate

independently and reducing partner support overhead by 30%.

• Identified bottlenecks in manual regression testing, environment provisioning, and cross-team handoff delays through discovery

research, and championed automated testing pipelines, accelerating release cycles by 35% from 12 weeks down to 8 weeks.

• Defined detailed PRDs outlining engineering trade-offs across system constraints, safety requirements, and partner experience,

delivering 6 consecutive releases with zero scope creep and 100% on-time delivery.

• Redesigned partner onboarding guides based on user journey mapping and usage analytics, and presented adoption metrics

and recommendations to VP stakeholders, improving feature adoption by 25%.

Domain: Automotive software platforms, vehicle connectivity, safety systems, platform APIs

Developed low-level device drivers and firmware in Embedded C for automotive ECU platforms, working across hardware, firmware, and validation teams.

• Developed low-level device drivers and firmware in Embedded C, collaborating with hardware teams on integration

specifications and validation criteria to deliver production-ready modules adopted across 3 vehicle programs.

• Led root-cause analysis across hardware, firmware, and validation teams to diagnose critical system integration failures,

resolving issues 40% faster than historical average and eliminating post-release defects.

This role built my technical foundation in embedded systems and automotive software - the engineering depth that now makes me a stronger product manager.