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Ashley SmithAS

Ashley Smith

Senior Data & BI Engineer

£700/day
London, GB
8-15 years

Average response time: 1 hour

About Ashley

Hi. I'm a senior data and BI engineer and founder-operator with 14+ years of production SQL across Postgres, MS SQL Server and Teradata, currently CTO at TAZAAR and GeoTag (SaaS platforms on GCP). Before TAZAAR I built BI and forecasting systems at Entain, Adthena and Flutter/PokerStars, including a multi-seasonality Prophet forecasting service adopted as a standing BI tool.

I take focused, fixed-scope engagements alongside my main role, typically 4 hours to 2 days. I'm at my best when a team has a specific, painful problem (a slow query, a half-built dashboard, a migration nobody wants to ship without a second opinion) and wants a senior independent view rather than a long-term contractor.

Typical engagements:
  • SQL audit and rewrite (4 hours)
  • Data quality review (1 day)
  • Dashboard build, Metabase or Looker Studio (1 day)
  • Schema or migration review (half day)
  • Postgres / MS SQL performance diagnosis (1 day)
  • Forecast pilot using Prophet (2 days)
  • Stack: PostgreSQL, MS SQL Server, Python, Django, Prophet, GCP (Cloud Run, Cloud SQL, BigQuery), Metabase, Looker Studio.

Available evenings and weekends UK time. Happy to do a free 15-min scoping call before any package.
  • English

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • TAZAAR
    Chief Technology Officer, Co-Founder
    September 2022 - Today (3 years and 11 months)
    London, UK
    AssetID: Product identity & traceability platform (flagship SaaS)
    • Sole architect and primary builder of the production stack: Python/Django on GCP (Cloud Run, VMs, Cloud Build, Secret Manager, IAM), PostgreSQL, React frontend, REST APIs and ETL pipelines.
    • Owned product roadmap and product-user feedback loop.
    • Configured the entire production environment (networking, firewall rules, CI/CD, logging, secrets).
    GeoTag: GPS asset-tracking service (hardware-enabled SaaS)
    • Launched in 3 months by forking open-source Traccar (Java) and partnering with a UK hardware manufacturer. This was a deliberate trade-off prioritising protocol maturity and time-to-revenue over a ground-up build.
    • Shipped ~193 commits / ~8.6k net new lines across backend (Java), frontend (React/MapLibre), AssetID integration and infrastructure since the fork.
    • Designed and deployed a rules-based charge-inference engine that reconciles partial signals (flat batteries, GSM gaps) into a reliable device charge history.
    • Hardened auth with a transparent dual-hash PBKDF2-HMAC-SHA256 migration; implemented OIDC; added multiple protocol extensions.
    Founder / Operator
    • Security & governance: led Cyber Essentials Plus certification and defined ISO 27001 roadmap; implemented best-practice controls from day one.
    • Commercial: ran technical demos and trade-show Q&A, modelled pricing and client ROI, and engaged prospects from first contact through close. Directly involved as technical expert in closing two of TAZAAR's largest deals.
    • Consultancy: led a 2-day onsite client DPP discovery spanning 8+ cross-functional stakeholders; produced phased implementation strategy that de-risked delivery against a live ERP migration.
    • AI-assisted development: working primarily through Claude Code. Built LLM pipelines for market research and an in-progress agentic DPP-creation flow. Championed AI adoption across the company.
    Django PostgreSQL Google cloud Python React.js
  • Entain
    Head of Performance Analytics
    March 2023 - October 2023 (7 months)
    London, UK
    • Ran 4 analytics teams with director-level remit over a 25-person department; presented routinely at managing-director level.
    • Scoped and delivered a CI/CD environment for reporting and ETL that eliminated most manual recurring reporting workacross the department.
    • Leadership: designed and rolled out ticketing, prioritisation and SLO processes; implemented a leadership steering groupthat cut operational-meeting time. Phased in OKRs and new performance-management processes; justified and secured headcount growth.
    • Built Python/JS/ML alerting toolsets surfacing trends across thousands of granularity levels, still in use today.
    Python SQL Microsoft Excel Tableau software
  • Adthena
    Business Intelligence Team Lead
    June 2020 - November 2021 (1 year and 5 months)
    London, UK
    Leading a consultancy style BI function with a focus on efficient and scalable ETL and automated data/reporting delivery. A thrilling hands-on role, learning best practice from a world class technology team.

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Education

  • BSc
    University of Warwick
    2012
    BSc
  • British Army Reservist
    2017
    British Army Reservist

Skill set

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