Services
How I can help
Some of the ways I work with teams, from the people side to the data side.
Leadership
Coaching for engineers and new managers
One-to-one coaching for engineers growing their careers and skills, and for those stepping into management.
Done before: I've coached engineers at different levels of seniority, and first-time engineering manager.
Hiring and onboarding
Fair and useful interview loops, coaching interviewers, onboarding process.
Done before: 50+ candidates interviewed for senior data (engineering, analytics, science, machine learning) and management roles.
Team processes and culture
Light processes like decision logs, retros and status updates, plus team events that bring people together, remote or in person.
Done before: Sprint throughput up 18%, engagement up 12 points, and 10+ virtual and 4 in-person team events.
AI engineering & adoption
AI adoption strategy
A tailored and realistic plan to move from individual tool use to a shared, measurable way of working.
Done before: An AI maturity strategy rolled out across seven engineering teams.
Context engineering and AI agents
A shared context foundation that helps AI tools understand your product, and agentic skills that take on real work, from debugging alerts to analyzing logs.
Done before: A context foundation that saved tens of hours, and AI skills used in on-call training and security forensics.
AI workshops
Friendly sessions for non-technical teams on AI terminology, a brief history of LLMs and effective LLM usage, plus one-to-one help with real use cases.
Done before: Three seminars for colleagues from every department, plus one-to-one sessions.
Data Engineering & Analytics
Data platforms and pipelines
Scalable data platforms tailored to a company's needs, from ingestion to insights, with reliable pipelines people can trust.
Done before: Multiple data platforms designed end to end, and many production pipelines, including marketing data from social media APIs.
Data cost optimization
Bringing cloud data costs down by agreeing what really matters, without breaking what people rely on.
Done before: A cost taskforce that saved about a quarter of data warehouse costs in six months.
Analytics that drive decisions
Turning real questions into data models, analyses and dashboards that teams actually use.
Done before: Dashboards used across teams at two large companies, and an analytics suite that turned weeks of deal analysis into hours.
Let's talk
Not sure where to start? Book a short intro call, and we'll figure out together where I can help.