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Essex, United Kingdom

Michael McLain

AI & Software Engineer

I build software that solves real business problems. Full-stack products, data and AI tooling, and the infrastructure underneath them. Four years inside an ultra-luxury automotive supplier taught me to ship fast, own the outcome, and use AI where it earns its place.

5 yrs 5 mos
in software
3 yrs 11 mos
at TECNIQ
30+
tools shipped
5
hypercar programmes
Shipping now, live from GitHub

224

contributions since Aug 2026

Active days
36
Best streak
4 days
Current streak
1 day
Busiest day
17 on 4 Sep
Aug
Sep
Oct
Nov
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Experience

1 yr 1 mo
2 yrs 11 mos
7m
202420252026
  1. TECNIQ

    Jan 2023 – present·3 yrs 11 mos

    Essex, UK·Tier 1 supplier of carbon fibre body structures and interiors to ultra-luxury automotive OEMs. Hypercar and limited-run programmes of 60 to 600 vehicles, with no tolerance for error.

    1. DevOps & Software Engineer

      2 yrs 11 mos

      Jan 2024 – presentShow 6 highlights

      • Built a bespoke specification quoting platform for an ultra-luxury OEM's options programme. Quote time per vehicle fell from 4 hours to 30 minutes.
      • Built CAD geometry cost estimation: features extracted from STEP files and priced against roughly 8,000 historically costed parts, with margin visible before a quote goes out. 30 to 40 people use the quoting tools daily.
      • Shipped a suite of internal platforms on one design system: programme invoicing, supplier cost intelligence, goods receiving, time approvals and a customer portal, all with Microsoft sign-in and UK hosting.
      • Led the MRP rollout across two OEM programmes and built the reporting on top. Now leading the PLM migration to Dassault 3DEXPERIENCE, with the licence cost negotiated down by almost two thirds.
      • Own infrastructure across 5 sites: segmented network, 13 VMs rebuilt from bare metal, 100+ devices refreshed, and the endpoint risk score cut from 90,000 to under 10,000 in three weeks.
      • Scoped and took to the board an on-premises LLM platform, so confidential engineering data can be used with AI without leaving site.
      • TypeScript
      • Next.js
      • Supabase
      • Vercel
      • Python
      • Hyper-V
      • XCP-ng
      • UniFi
      • Microsoft 365
    2. Software & Data Engineer

      1 yr 1 mo

      Jan 2023 – Jan 2024Show 3 highlights

      • Carbon kit-cutting waste project: analysed cut data across the programmes, specified a new kit-cutting machine and introduced AI-driven nesting. Material efficiency went from 40% to 90%.
      • Introduced digital traceability on the shop floor with 2D Data Matrix marking, so every part carries its history from ply to assembly.
      • Took on the IT estate alongside development and started the groundwork for the network and virtualisation rebuild.
      • C#
      • .NET
      • SQL Server
      • Python
      • pandas
  2. Vectayn Ltd

    May 2026 – present·7 mos

    Essex, UK·Engineering consultancy founded in 1991, providing CAE and predictive analysis (FEA, crash, NVH, fatigue and durability) to automotive OEMs, aerospace and security barrier programmes.

    1. IT Lead

      7 mos

      May 2026 – presentShow 4 highlights

      • Own IT for the business end to end, alongside my role at TECNIQ.
      • Led the full-scale migration of Vectayn's infrastructure into TECNIQ's data centre when the business moved on site.
      • Support a team of CAE and FEA analysts day to day, keeping compute-heavy simulation work running.
      • Planning the identity and HPC modernisation ahead of the move to a new shared site.

Consulting

Independent work through McLain & Associates.
McLain & Associates

Software engineering with AI and machine learning at its core. I take a business problem, find the data that answers it, and ship a product your team actually uses. Small, fixed-scope engagements.

  • AI-powered software

    Web apps with LLMs built in: document ingest, smart matching, search and assistants over your own data.

  • Machine learning on your data

    Pricing, forecasting and classification models trained on records you already have, shipped as tools people use.

  • Spreadsheets into software

    Quoting, approvals, reporting and data pipelines rebuilt as reliable software, with AI where it earns its place.

Tell me the problem. I'll tell you whether I can fix it and what it costs.

Start a conversation

Skills

Product and web
TypeScriptReactNext.jsTailwind
Data and AI
PythonpandasSQLPricing modelsGeometry feature extractionLLM integrationLocal inference on Apple Silicon
Backend
SupabasePostgresSQL ServerC# and .NETNodeGo
Infrastructure and ops
VercelHyper-VXCP-ngUniFiMicrosoft 365Entra IDCrowdStrikeCyber EssentialsTISAX
Manufacturing systems
MRPPLM (SmarTeam, 3DEXPERIENCE)IATF 16949 and PPAP2D Data Matrix traceabilityAI-driven nesting
Leadership and delivery
Project deliveryStakeholder managementSteering committeesExecutive reportingVendors and procurementChange managementMentoring apprentices

Education

  1. BEng Software Engineering, First Class Honours

    Sep 2019 to Jun 2022

    Canterbury Christ Church University

    • Machine Learning and AI
    • Software Engineering Fundamentals
  2. Level 5 Leadership and Management Development

    Oct 2024 to Aug 2026

    University Centre Colchester

    Part of TECNIQ's Future Leaders Programme.

    • Leading people and teams
    • Strategic thinking and planning
    • Managing change
    • Stakeholder communication
    • Performance management

Contact

Hiring for a senior software role, or have a project in mind?

Email is best. I reply within a day.

michael@mclain.co.uk