Engineering Leader • AI Strategist • Mentor • Coach

Hi, I'm Soumya Lakshmi

I help engineering leaders and teams unlock the next level of productivity through AI-augmented workflows, operational excellence, and hands-on coaching.

15+
Years in Engineering
200+
Engineers Impacted
10x
Productivity Gains Delivered
Fortune 100
Enterprise Experience

About Me

I'm an engineering leader with 15+ years at the intersection of AI, developer productivity, and operational excellence. I've led teams at Fortune 100 companies, building infrastructure and systems that make engineers dramatically more effective.

I believe the next decade of software engineering isn't about writing more code — it's about building systems where humans and AI collaborate to eliminate toil and amplify impact. I've seen firsthand how small teams with the right AI leverage can outperform teams 2-3x their size.

Now I help other engineering leaders and teams do the same — through mentoring, coaching, and hands-on consulting. Whether you're adopting AI tools, scaling developer productivity, or leveling up as a technical leader, I can help you get there faster.

What I Bring

AI-Augmented Engineering

Designing autonomous agent systems, AI-powered workflows, and strategies that actually ship results

Developer Productivity

Build systems, CI/CD, developer experience, tooling strategy, and metrics-driven improvement

Technical Leadership

Team building, architecture, cross-org alignment, turning ambiguous problems into shipping products

Coaching & Mentoring

Helping engineers and leaders grow into their next role with practical, experience-backed guidance

Experience

Engineering Leader, AI & Developer Productivity

Adobe

Current
  • Leading AI-augmented engineering initiatives for large-scale C++ products
  • Designing autonomous agent infrastructure and safety frameworks for production codebases
  • Building systems that recover 200+ developer hours per week through automation
  • Pioneering the AI Pod model — small teams delivering at 2-3x their size

Engineering Productivity & Operational Excellence

Adobe

Previous
  • Built and scaled developer experience programs across engineering teams
  • Established CI/CD best practices and build infrastructure for large-scale projects
  • Created metrics-driven productivity frameworks adopted org-wide
  • Mentored and grew engineering talent across multiple teams

Senior Software Engineer

Earlier Career

Previous
  • Deep hands-on experience with C++, systems programming, and performance engineering
  • Delivered critical features across complex, long-lived codebases
  • Built developer tooling and automation that reduced team toil significantly

Featured Work

200+ hours saved/week

AI Agent Infrastructure

Autonomous Workflows at Enterprise Scale

Designed and deployed autonomous AI agent systems on minimal container infrastructure — eliminating hundreds of hours of developer toil per week across large engineering teams.

AI AgentsAutonomous WorkflowsCI/CDSafety Gates
Adopted org-wide

Developer Productivity Platform

Engineering Excellence at Scale

Built comprehensive developer experience infrastructure including CI/CD optimization, build caching, metrics dashboards, and tooling that reduced cycle times across the org.

DevExCI/CDMetricsBuild Systems
Reusable across orgs

AI Pod Operating Model

Strategy & Framework

Developed the strategic framework for AI Pods — small teams using AI tools to deliver at 2-3x their size. Includes governance, safety, ROI models, and adoption playbooks.

StrategyAI PodsGovernanceROI
Non-negotiable quality gates

Legacy Codebase Modernization

Safety & Quality at Scale

Designed memory safety gates, visual regression pipelines, and performance benchmark systems for large-scale C++ codebases — making AI-assisted development viable for legacy systems.

C++Memory SafetyVisual RegressionPerformance

How I Can Help

Whether you need a mentor, a coach, or a hands-on consultant — I bring 15+ years of real-world engineering leadership experience to help you and your team reach the next level.

🎯

1:1 Mentoring

Personalized guidance for engineers and engineering managers looking to level up — whether you're aiming for staff engineer, your first management role, or navigating a career transition.

  • Career strategy & growth planning
  • Technical skill development
  • Interview prep & resume review
  • Ongoing 1:1 sessions (bi-weekly or monthly)
🚀

Leadership Coaching

For engineering leaders who want to build high-performing teams, drive organizational change, and multiply their impact through others.

  • Leadership style assessment
  • Team building & culture design
  • Stakeholder alignment strategies
  • Handling difficult conversations & decisions
🤖

AI Engineering Consulting

Help your team adopt AI coding tools, design autonomous agent workflows, and build the governance frameworks that make AI-augmented engineering safe and effective.

  • AI readiness assessment
  • Agent architecture & workflow design
  • Governance & safety frameworks
  • ROI modeling & executive buy-in strategy

Developer Productivity Consulting

Audit and optimize your CI/CD pipelines, build systems, developer experience, and engineering metrics to eliminate toil and accelerate your team.

  • Developer experience audit
  • Build system & CI/CD optimization
  • Metrics & dashboard design
  • Tooling strategy & roadmap

Not sure what you need?

Book a free 30-minute discovery call. We'll talk about where you are, where you want to go, and figure out the best way I can help.

Book a Free Discovery Call

Latest Writing

AI Engineering8 min read

Why Minimal Harness Beats Custom Orchestration for AI Agents

The less custom orchestration you build, the more you benefit as models improve. Here's the architectural philosophy that's changing how teams build AI systems.

March 2026Read →
Leadership6 min read

The AI Pod Model: 5 Engineers Delivering Like 10

How small teams using AI tools can outperform teams twice their size — and the organizational changes required to make it work.

February 2026Read →
Career Growth7 min read

From Engineer to Engineering Leader: Lessons from 15 Years

The hardest part of becoming a leader isn't the technical skills — it's learning to multiply your impact through others. Here's what I wish I knew earlier.

January 2026Read →

Let's Connect

Whether you're looking for a mentor, a leadership coach, or a consultant to help your team adopt AI — I'd love to hear from you.