Mirko Bernardoni

is looking for freelance projects. 🔎

Bis 2025, Sr Data Scientist, British Petroleum
Belluno, Italien

Fähigkeiten und Kenntnisse

Python
Java
Scrum
IT Project Management
SQL
Research and Development
Analytics
Software Development
Data Science
Machine Learning
Artificial intelligence
Computer Science
Deep learning
Natural Language Processing
Software Architecture
Solution Architecture
Cloud Computing
Agile Development
Technical Architecture
Supervised learning
Leadership
independent
Reliability
Entrepreneurship
Motivation
Team work
Professional experience
Innovative Solutions
International experience
Leadership skills
Commitment
Flexibility
Intercultural competence
Presentation skills
hands-on mentality
Fast learner
Customer orientation

Werdegang

Berufserfahrung von Mirko Bernardoni

  • 3 Jahre und 4 Monate, Okt. 2021 - Jan. 2025

    Sr Data Scientist

    British Petroleum

    • Spearheaded data science and machine learning initiatives in the cyber security department at bp, successfully delivering 2 products from ideation to production. • Developed cutting-edge algorithms and models to enhance cyber security measures and protect sensitive data. • Collaborated with cross-functional teams to implement innovative solutions that improved threat detection and response times. • Implemented MLOps for batch and real time processing • Delivered 2 products in production

  • 3 Monate, Jan. 2023 - März 2023

    Machine Learning Consultant

    Department for Education, Australia

    I successfully applied machine learning techniques to revolutionize the Australian School Review system, previously a manual process. By collaborating with cross-functional teams, we developed cutting-edge solutions that significantly improved efficiency and accuracy. My expertise in machine learning, data analysis, and project management played a crucial role in achieving these results.

  • 1 Jahr und 8 Monate, Aug. 2020 - März 2022

    Sr Data Scientist

    Enginuity

    • Spearheaded the development of AI products specializing in NLP, semantic search, and analytics for employee and candidate skills at Enginuity. • Filled team gaps in multiple roles to build foundational tools for the data and AI department's strategy. • Achieved significant advancements in developing AI products for job adverts, resulting in increased efficiency and accuracy. • Implemented MLOps practices • Delivered 1 product in production

  • 2 Jahre und 2 Monate, Feb. 2020 - März 2022

    Chief Scientific Officer (CSO)

    Fiume

    As the Chief Scientific Officer at Fiume Ltd in London, I spearheaded the creation of AI and Data products that revolutionized the industry. By combining idea and data management, data science, and research, I successfully delivered innovative solutions that generated substantial revenue for our clients.

  • 2 Jahre und 2 Monate, Jan. 2018 - Feb. 2020

    Head of data science

    Clifford Chance

    Established and led the Clifford Chance Data Science Lab, focusing on AI product delivery. Spearheaded projects in graph analysis and NLP, playing a key role in model design, implementation, and production. Built the lab from scratch, recruiting a dedicated team. Executed multi-million-pound projects, implemented data pipelines using Azure, and collaborated with UCL and Imperial. Recruited and trained a diverse team and published a pioneering scientific paper sponsored by a legal firm.

  • 2 Jahre und 6 Monate, Juli 2015 - Dez. 2017

    Head of Data Science

    Copyright Clearance Center

    - Founded and managed a data science lab, handling architecture design, team creation, and solution delivery. - Led pre-sales activities, creating solution proposals and presenting to senior data scientist teams. - Designed, implemented, and operationalized algorithms and models, focusing on graph analysis and NLP. - Defined architecture, tools selection, and MVPs for enterprise content management systems and advanced analytics.

  • 7 Monate, Jan. 2015 - Juli 2015

    Technical Architect Manager

    Accenture

    • Led technical architecture for Accenture Digital Banking initiative in London, UK. • Defined SOA services for mortgage lending solution program, integrating with 20+ existing bank systems. • Achieved seamless integration and high-level architecture design, optimizing system performance. • Developed skills in integration analysis, architecture design, and project management.

  • 2 Jahre und 3 Monate, Nov. 2012 - Jan. 2015

    Solutions Architect

    European Medicines Agency

    In my role as a Contract Lead Technical Architect at the European Medicines Agency in London, I led the creation of a new Pharmacovigilance program and worked on an e-Submission project. I was responsible for requirements gathering, solution proposal, architecture design, upgrades, change management, testing, implementation, and issue resolution.

  • 1 Jahr und 10 Monate, Nov. 2011 - Aug. 2013

    Solutions Architect

    Steria PSF Luxembourg

    Plans, coordinates and oversees the full lifecycle development and delivery of bespoke projects and solutions to align with the evolving needs of Steria’s customers, leading on the design, testing and implementation stages and managing and mentoring cross-functional IT teams.

  • 4 Monate, Aug. 2012 - Nov. 2012

    Solutions Architect

    Ministère de l'Education nationale et de la Formation professionnelle

    Solution owner for full systems development lifecycle of a platform to control flow of teachers, training and courses for the entire country, including all planning, programming, testing, implementation, launch and follow-up stages. ♦ Commended from Steria’s CEO for outstanding performance, and customer signed new consultancy contract.

  • 7 Monate, Mai 2012 - Nov. 2012

    Solutions Architect

    Telefonica SA

    Provided leadership on TIS information system and defined project SDLC, facilitated on complicated parts, wrote application architecture, problem-solved, and defined testing phase and environments for developers and tester. ♦ Successfully turned around troubled and failing project and credited for speeding up the development process by implementing robust and correct framework. ♦ Completed project without any failures and congratulated by customer for application success and usability.

  • 1 Jahr und 1 Monat, Nov. 2011 - Nov. 2012

    Solutions Architect

    Steria group

    Performed broad-based duties on the Shengen Information System, an EU wide system collecting and exchanging information for the purposes of law enforcement and immigration control. Oversaw maintenance of solutions, refactoring of architecture, improvement of functionalities and reference point for problem escalations. ♦ Greatly increased performance after refactoring multi-thread code and improved/extended Ui frameworks. ♦ Sped up test processes after developing an easy-to-use VM system.

  • 5 Monate, März 2012 - Juli 2012

    Solutions Architect

    Belgian Federal Public Services

    On site, customer-facing role for all aspects of the redesign of the Signing Box application for the Belgian ID card, including preparation of the test environment, training on new application and build scripts for the SDLC. ♦ Gained contract renewal and praised for quality, budget-conscious and timely final implementation.

  • 4 Monate, Nov. 2011 - Feb. 2012

    Software Engineer

    Sibelga

    Provided project support for a tablet application that takes information and photos of energy supply installations in Belgium. Managed stakeholders and wrote architecture and communication layer between tablet and server. ♦ Integral in on-time delivery after creating structure and a positive working environment during a crisis period. ♦ Commended for ensuring quality assurance standards were met and project momentum was maintained.

  • 8 Monate, März 2011 - Okt. 2011

    Solutions Architect

    Clivet spa

    Technical team lead and solution owner for the final stage of development for the at-risk Java project, ‘Designer’, including collaboration with R&D departments, architecture/application redesign and coaching IT team of ten on how to design software using Agile techniques as well as teaching Spring, Hibernate, Zk and Alfresco. ♦ Rescued near-to-close project and delivered solution within budgetary, scheduling and specifications needs.

  • 2 Jahre und 6 Monate, Jan. 2009 - Juni 2011

    Solutions Architect & Project Manager

    Clivet spa

    Project managed major,‘Configuratore UTA’ project; CAD system for the design, selling and making of BOM and technical drawings relating to the company’s Air Handling Unit. Oversaw all lifecycle phases: decided on software architecture, programming language and framework, while mentoring and managing a specially created team of support staff and delivering progress reports and presentations to stakeholders regularly Delivered high quality solution in under three years; less than half the time of competitors

  • 1 Jahr und 10 Monate, Apr. 2009 - Jan. 2011

    Managing Director

    Kynetics

    Promoted to Board of Directors to assist in the strategy and direction of the company. Oversaw all recruitment, training and human resource requirements, while holding direct responsibility for systems engineering division, pre-sales prototyping and related presentations to clients, and delivering various initiatives aimed at streamlining operations, reducing costs, improving service delivery and ensuring staff continually met quality expectations.

  • 5 Monate, Nov. 2008 - März 2009

    Solutions Architect

    Italian Society of Cardiology (SIC)

    Created, developed and rolled out an innovative, multi-platform application for the management of cardiology patients’ clinical records; distributed in a usb key for each patient. ♦ Congratulated by SIC President and delivered praised presentation at Daiichi Sankyo’s stand in Rome, 2009. ♦ Significantly enhanced Kynetics’ international profile and business uplift due to success of final product.

  • 1 Jahr und 6 Monate, Aug. 2007 - Jan. 2009

    Solutions Architect

    Allianz

    Focal point for numerous high availability development projects in support of financial operations, while serving as Java Team leader and designing and managing a cluster system for parallel jobs on a huge data problem. ♦ Saved >€1m in development costs after designing and utilising a cluster of personal computers. ♦ Created a customised system with a focus on usability for a developer with strong computing/business skills.

  • 10 Monate, Okt. 2006 - Juli 2007

    Software Engineer

    Generali

    Recruited to provide specialised expertise and contribute to development of J2EE application project, including creation of maintenance process relating to Java code and teaching new techniques to the Development Team. ♦ Significantly improved software delivery process and team understanding of principles and practices.

Ausbildung von Mirko Bernardoni

  • 6 Jahre und 10 Monate, Okt. 1998 - Juli 2005

    Computer science

    Università Ca' Foscari

Sprachen

  • Englisch

    Fließend

  • Italienisch

    Muttersprache

  • Französisch

    Grundlagen

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