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Abhishek Kumar

Abhishek Kumar

Data Analyst

Followers of Abhishek Kumar317 followers
location of Abhishek KumarGlasgow, Scotland, United Kingdom

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  • Timeline

  • About me

    Aspiring Data Scientist | Ex-Data Analyst | Skilled in Python, SQL, and Data Visualization

  • Education

    • University of Strathclyde

      2023 - 2024
      Postgraduate Degree Advance computer science with Data science

      Modules: Machine Learning for Data Analytics, Database(SQL Server), Evolutionary Computing for Finance(Using R), Deep learning Theory and Practices, Information Retrieval, Big Data technology( python, MongoDB)As part of the Machine Learning Project, we developed a model using the Spotify Dataset to predict song popularity with precision and accuracy. Our Deep Learning project involved the Emotions Recognition Project, where we utilized transfer learning with DenseNet and ResNet50 to… Show more Modules: Machine Learning for Data Analytics, Database(SQL Server), Evolutionary Computing for Finance(Using R), Deep learning Theory and Practices, Information Retrieval, Big Data technology( python, MongoDB)As part of the Machine Learning Project, we developed a model using the Spotify Dataset to predict song popularity with precision and accuracy. Our Deep Learning project involved the Emotions Recognition Project, where we utilized transfer learning with DenseNet and ResNet50 to classify emotions from facial expressions. Additionally, in the Goodreads Books Review project, we predicted ratings associated with reviews. The Evolutionary Computing for Finance module focused on Stock Price Forecasting of Apple using ARIMA and LSTM Models, aiming for comparative analysis. In Data analysis, we conducted customer churn analysis, addressing class imbalance with resampling techniques like SMOTEENN to enhance model performance. Show less

    • Visvesvaraya Technological University

      2014 - 2019
      Bachelor's degree Mechanical Engineering

    • Shantiniketan School

      2011 - 2013
      Intermediate science

    • Shantiniketan School

      2010 - 2011
      Class 10th

  • Experience

    • Izmo ltd

      Jul 2021 - Jul 2022
      Data Analyst

      Spearheaded end-to-end data analysis projects, demonstrating proficiency in project lifecycle management.Conducted thorough Exploratory Data Analysis (EDA), meticulously ensuring data integrity and enhancing data quality using advanced Excel techniques.Designed and implemented visually engaging Tableau dashboards, facilitating intuitive data interpretation and fostering a 40% increase in organizational adoption of data-driven decision-making processes.Seamlessly integrated and connected diverse datasets from multiple sources, including SQL Server, FTP Server (FileZilla), CSV, text, and Excel files in Tableau, identifying common attributes for comprehensive analysis.Conducted automotive data research via OEM websites, utilizing automated data scraping tools to accurately collect and process data.Utilized project management tools such as Redmine and Jira to coordinate and communicate project progress effectively across multidisciplinary teams. Show less

    • Hap Solutions Group

      Feb 2023 - Jun 2023
      Steward

      Assisted in the planning and execution of various events, including conferences, trade shows, weddings, and corporate functions.Greeted and provided information to event attendees, answering questions and addressing concerns promptly and professionally.Monitored event spaces to ensure guest safety, enforce venue rules, and maintain crowd control during high-traffic periods.Collaborated with event organizers, vendors, and security personnel to ensure a smooth flow of operations and timely resolution of issues. Show less

    • Primark

      Oct 2023 - Apr 2024
      Retail Assistant

      Provided customers with exceptional service, assisting with sizes, styles, purchases, and returns to ensure an amazing shopping experience.Maintained an attractive and well-organized shop floor, ensuring shelves were full, fitting rooms were tidy, and stockroom was well-managed.Delivered efficient and friendly service at till points, expertly processing queries, voids, and returns.Managed new deliveries by receiving, unpacking, checking off, and ensuring all products were correctly priced and met high standards. Show less

  • Licenses & Certifications

    • Data science modelling and Machine learning

      NIKHIL ANALYTICAL & RESEARCH PRIVATE LIMITED
      Oct 2020