Andrew Logan Email and Phone Number
My data and business related career started in automation engineering. I then started up, turned round and grew technical businesses and my own accountancy practice and then followed up by helping start-ups and scale-ups to make sustainable businesses out of good ideas (business engineering for businesses run by engineers).I'm now expanding on my data analysis/data science experience and training with Xander Talent (and secondment to Grant Thornton) to build a freelance presence, building useful solutions to client machine learning use-cases in multiple domains - with particular nuances in low-code solutions (eg KNIME) and an interest in Machine Learning at the edge.
4&8 Ltd
View- Website:
- 4and8.co.uk
- Employees:
- 1
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Data Scientist4&8 Ltd Dec 2023 - PresentLondon Area, United KingdomData Contracting -
Principal Consultant - Gtuk Digital Hub (Seconded By Xander)Grant Thornton Uk Llp Sep 2022 - Nov 2023London, England, United KingdomPromoting and Implementing Low/No Code Data Analytics - Seconded from Xander Talent.• Projects:o Local Authority Financial Data Processing – SQL, KNIME, Microsoft PowerBIo Large Media Company Data Aggregation Automation – KNIMEo Large Niche Food Supplier Data Aggregation Automation - Alteryxo FinTech Internal Audit – Python, Process Miningo Insurance Audit – KNIME ML Anomaly Detectiono Internal Tool Development – KNIME NLP, KNIME ML, Pythono Internal Reusable App Development – KNIME, API’s, Microsoft PowerBIo Healthcare App Development – Microsoft PowerBIo Finance Automation – KNIME, API’s -
Data Analytics AssociateXander Talent Sep 2021 - Nov 2023London, England, United KingdomIntensive data analytics and consultancy training (with real projects helping social enterprises), followed by client placement. -
Junior Data ScientistAvailable Mar 2021 - Sep 2021London Area, United KingdomData acquisition, cleaning,transforming and machine Learning for business use cases.Analysed Companies House data to analyse the network links between UK PLC Directors. -
Data Science ImmersiveGeneral Assembly Nov 2020 - Feb 2021London Area, United KingdomFull time structured course with daily stand-ups, formal instruction and solo and team lab work. 5 solo projects as deliverables - including the capstone project.Capstone Project - ‘How many fire engines today?’:A 6-week project from idea to final presentation, combining and cleaning hourly weather and London Fire Brigade data for 5 years. The first target was to predict total callout numbers. The best model was sklearn (gridsearched) linear regression with l2 regularization. Other models tried were: statsmodels SARIMAX (with exogenous variables), sklearn ensemble linear regression (bagging and boosting), sklearn simple and ensemble decision tree regression, sklearn SVM regression and sklearn Neural Network regression. The results were a positive relationship shown between weather (temperature and humidity) and callouts and a functioning predictor of the next week’s callouts. -
Business Management Consultant4&8 Ltd Mar 2009 - Nov 2020Business Engineering for Business Run by EngineersResponsible for provision of consultancy support to a portfolio of SME to medium-sized businesses• Founder of niche management consultancy, strategically supporting leaders of engineering operations • Engages with clients regarding objectives, devising bespoke solutions and challenging the status-quo• Leverages technical, engineering and operational management knowledge, guiding decision making • Develops strategic plans and provides management with tailored coaching to drive delivery of results• Designs TOM’s, structures, processes and frameworks, establishing effective and efficient operations• Developed a satisfied client base across including manufacturing, rail, maritime and industrial sectors -
Managing Director And FounderTaxassist Accountants Oct 2009 - Jan 2016Responsible for P&L business leadership and development, maximising revenues and profitability• Founder & Managing Director of an accounting & tax services start-up business for small enterprises• Definition and execution of strategies and business plans, effectively road-mapping business growth• Established branding and marketing, leveraging various platforms to promote and build the business • Implemented thorough compliance, governance and control processes to mitigate risk and exposure • Winner of the ‘Best Start-up Award’ 2011, ‘Best e-Business Award’ and ‘Best Franchisee Award’ 2013• Runner-up for the Federation of Small Businesses ‘Bedfordshire Business Innovation Award’ in 2012• Built a client base from zero to 300+ SME sector clients within 5 years, selling accountancy services• Achieved success in building the business from scratch to £120k pa. turnover at sale, delivering profit -
Professional Services Manager EmeaGe Intelligent Platforms Jun 2007 - Feb 2009Responsible for client-facing services delivery of automation and production management systems • Appointed to strategically manage automation and production management operations across EMEA• Worked with senior-level executives, defining roadmaps & plans for a GE (USA) / FANUC (Japan) JV• Restructured the organisation, designing the TOM and increasing productivity, margins and utilisation • Managed the design, delivery and rollout of critical production automation and optimisation platforms • Leadership of 10 direct reports, including 4 department heads in UK, Germany, Luxembourg & France• Grew the business year-on-year, meeting / exceeding targets and achieving revenues of £9.2m (‘08)• Worked with Jaguar Land Rover on the optimisation of production management & scheduling systems• Automated water distribution across multiple UAE sites for the Abu Dhabi Water & Electricity Authority• Managed delivery of ship monitoring systems for ACA / L-3’s UK defence aircraft carrier programmes• Delivered a cable manufacturing production management system for Aberdare Cables, South Africa• Delivered food production automation for Friesland & brewery production management for Heineken -
Managing Director (Malaysia) & Business Unit Manager (Holland)Yokogawa 1993 - 2007Responsible for full P&L business leadership of a major automation & production services business• Appointed to manage and develop business operations for key client’s critical continuous applications • Oversaw projects for continuous process industries such as oil, gas, petrochemical, power and water• Worked with major clients Saudi Aramco & Shell on oil and gas production and transportation projects• Executed restructuring plans to turn around a declining business, significantly exceeding expectations• Championed & spearheaded the transition to web applications and increase in ‘off-the-shelf’ products• Designed sales generation plans, increasing turnover by 1500% across products, licences and support • Championed and introduced project-based IT systems into a traditionally hardware-oriented business • Delivered advanced building, airport & tunnel management systems for technology leader, ABB GroupYokogawa Industrial Safety Systems Sdn Bhd/GTI Industrial Automation, Malaysia 1994-98 Regional Managing Director GTI was acquired by Yokogawa in April 1997● Key Customers: Shell (Malaysia, Brunei, Thailand, New Zealand, Nigeria – Oil & Gas production systems), EXXON (Malaysia – Gas Production Systems), Qatargas (Qatar - LNG liquefaction system), Titan Petrochemicals (Malaysia – Petrochemical production system), Yanshan Petrochemicals (China – Petrochemical production systems), Caltex (China – LPG underground storage system). ● Created, structured and grew profitable custom specialist systems company exporting to whole Asia-Pacific region using multi ethnic Malaysian staff (encompassing sales, manufacturing and service).● Turnover: From Zero to 5M US$ in 1998 (during recession), average GP 20%.● ISO 9001 certification. -
Instrument And Control EngineerBp Oct 1986 - Jul 19911990-1991 Control Engineer, BP London, Engineering Department. Internal consultant in information systems and advanced techniques. • Developed requirements for and ran technical development (by outside firm) of management information system for new $750m plant.• Initiated and ran pilot projects to introduce new technologies to BPCI.• Advised all BPCI sites on appropriate technology applications.• Identified opportunities for technology application on site.1988-1990 Section Engineer, BP Hull. R+D.Responsible for design, construction and maintenance of pilot plants.• Managed 4 engineers, 10 tradesmen and contract labour.• Developed and managed construction projects (eg $.75m pilot plant).• Conducted technical training courses.• TQM Facilitator 1986-1988 Electrical and Control Engineer, BP International.Project and maintenance work at 4 BP sites (Oil & Gas & Chemical).• 2 year corporate training programme in engineering and management.
Andrew Logan Education Details
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Successfully Completed -
Electrical Option
Frequently Asked Questions about Andrew Logan
What company does Andrew Logan work for?
Andrew Logan works for 4&8 Ltd
What is Andrew Logan's role at the current company?
Andrew Logan's current role is Low/No Code (and Code) Data Science & Data Analytics.
What schools did Andrew Logan attend?
Andrew Logan attended General Assembly, Insead, Oxford University, Abingdon School.
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Andrew Logan
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Andrew Logan
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