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Wana (Oana) Ivanovici

Wana (Oana) Ivanovici

Software Consultant

Followers of Wana (Oana) Ivanovici473 followers
location of Wana (Oana) IvanoviciKawasan Sekitar Melbourne

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  • Timeline

  • About me

    Data Scientist | Passionate Problem Solver | Chocolate Connoisseur

  • Education

    • Newcastle University

      2015 - 2019
      Bachelor of Science - BS Computer Science First-Class Honours Degree

      Developed expertise in object-oriented programming, data structures, database systems, and SQL query optimisation.Explored advanced algorithms with a focus on cryptography and network security principles.Conducted a 7-month research project on Convolutional Neural Networks for image recognition, culminating in a Deep Learning Dissertation.Awarded the prestigious 'British Computer Society' Graduate Membership Prize for outstanding academic achievement.

    • RMIT University

      2019 - 2021
      Master of Science - MS Data Science High Distinction

      Implemented classification, regression, and clustering algorithms using Python to solve real-world data challenges.Applied natural language processing techniques to analyse social media text and explored social network clustering and centrality.Investigated large-scale data storage and processing using Hadoop and related technologies.Designed interactive dashboards and static visualisations using Power BI and Python libraries, transforming complex data into actionable insights.

    • International Baccalaureate

      2013 - 2015
      Bilingual International Baccalaureate Diploma 35 points

  • Experience

    • Waterstons

      Jun 2017 - Jan 2018
      Software Consultant

      Assisted in developing a website application using C#, .NET Framework, SQL, and React.JS in collaboration with a senior software consultant.Gained hands-on experience in source control and code reviews using Git. Supported clients by resolving software issues and implementing service requests during service desk rotations.

    • Telstra

      Nov 2020 - Feb 2021
      Technical Trainee

    • Telstra

      Feb 2022 - Jan 2025

      Decision Science Team:Led a team of data specialists in implementing a centralised decision intelligence system for consumer campaigns, driving data-driven decisions.Co-designed the system solution in collaboration with senior data executives, serving as the technical lead throughout the project.Led stakeholder workshops to refine business problems, develop strategic roadmaps, present solutions, and ensure alignment with business objectives.Managed cross-functional collaborations and maintained alignment on milestones to ensure seamless project delivery.Successfully balanced a hands-on role in designing and developing technical solutions while leading their integration within the wider business ecosystem. Tunjukkan kurang Decision Intelligence Team:Applied advanced analytics and models to discover patterns in consumer data, bridging technical and business teams to support strategic decision-making.Delivered impactful data visualisations and presentations for diverse audiences, translating complex findings into actionable insights.Leveraged GPT-4 on Azure’s OpenAI Service for text data processing and insights extraction.Consumer Base Management Team:Developed end-to-end machine learning projects on AWS, covering all stages from business analysis, feature engineering, model selection, development, deployment and monitoring.Delivered strategic insights using Python, SQL, and data science tools, presenting findings persuasively to stakeholders.Telstra Plus Loyalty Team:Conducted exploratory data analysis and customer segmentation to enhance marketing effectiveness.Designed impactful visualisations and reports, supporting targeted campaigns and data-driven decision-making. Tunjukkan kurang

      • Lead Data Scientist

        Jan 2024 - Jan 2025

      • Data Scientist

        Feb 2022 - Jan 2024

    • Commonwealth Bank

      Jan 2025 - now
      Senior Associate Data Scientist

  • Licenses & Certifications