Lead → Staff → Technical Lead Manager
Technical Lead Manager (Aug 2024 – Present)
Stepped into a dual leadership role across Data Operations and Data Engineering teams in the absence of an Engineering Manager. Heavy focus on people management, process, and organizational effectiveness:
- Backlog & Prioritization: Owning backlog management and prioritization for two teams, ensuring alignment with business goals while managing competing demands from stakeholders
- Resource Allocation: Balancing engineer capacity across operational support, project work, and technical debt—making tradeoff decisions daily
- Quarterly Planning: Collaborating with Director on H1 2026 planning, defining team OKRs, and scoping multi-quarter initiatives
- Process Optimization: Introducing lightweight process improvements to reduce friction—refining standup formats, improving ticket hygiene, and establishing clearer escalation paths
- Change Management: Navigating organizational uncertainty during the EM gap, maintaining team morale and productivity through transparent communication
- Team Stabilization: Providing reliability across two teams—mentoring engineers, running 1:1s, and ensuring consistent delivery
- Druid Initiative Lead: Driving the adoption and deployment of Apache Druid across the company, leading a team of ~10 engineers. Successfully launched and delivered; selected to demo at Company All-Hands alongside the CEO
- Data Strategy Modernization: Partnering with the CTO and Distinguished Engineer to architect the next-generation hybrid data storage layer—migrating from legacy HTAP to Apache Iceberg + Kafka lakehouse pattern
Staff Engineer (Feb 2024 – Aug 2024)
Transitioned from team lead to staff-level IC work, focusing on cross-team technical initiatives:
- Architecture Ownership: Managed the organization’s Apache Druid adoption, scaling to 9 production instances supporting analytics for a $165M+ ARR customer base
- Geo-Redundant Pipeline: Designed and delivered a geo-redundant WhatsApp webhook ingestion pipeline—incident-free in production for 6+ months
- Cross-Functional Coordination: Led a working group of Java engineers to address systemic performance bottlenecks, delegating remediation tasks via incident follow-up protocols
Lead Engineer, Tracking Team (Jul 2023 – Feb 2024)
Led the Tracking/Ingestion team responsible for high-volume event capture (clicks, opens, site visits, WhatsApp message reception):
- Team Turnaround: Rebuilt trust with the wider organization by stabilizing the platform from 1-2 incidents/month to zero incidents in production
- Mentorship: Developed a mixed-seniority team (3 Senior, 2 Junior), improving engineering standards and delivery reliability
- Internal Tooling: Built administration tools using React, Vite, and Svelte to improve visibility into backend data operations for support teams